I have encountered this idea before and it is quite intriguing. But judging from the article, it has not been accepted by the community of scientists so it is not part of the canon of science.
I believe that most biologists are aware of this theory, and accept it as highly probable. If you look at the list of attributes (in the Wikipedia article - this is of course available elsewhere) of both mitochondria and plastids you will see how many are the same as for the bacteria and blue-green algae, respectively. What is not as widely accepted is that other organelles are likewise derived from bacterial-type symbiots, such as flagella, etc., though this an area of intense interest and research. This has been the state of knowledge in biology for decades (since at least the 1960s), and there has been continuing evidence in support of this, particularly from DNA studies showing gene transfer from organelles to the chromosomes, but still retaining those bacterial-type genes. (I use the term 'bacteria' loosely, meaning bacteria, blue-green algae, and other prokaryotes.)
What has been known since at least the 1960s is that the ribosomes of the organelles are bacterial size, rather than the size of ribosomes in eukaryote cytoplasm, and likewise the sub-units are quite similar to bacterial type sub-units, and unlike the subunits of ribosomes in the eukaryote cytoplasm. Likewise known since at least the 1960s is that the DNA of the organelles is separate from the chromosomes, is circular in shape like bacteria, and that the organelles manufacture their own proteins from this DNA and ribosome combination within the organelle. This entire process is so very similar to bacterial function that it is now generally accepted that the organelles are derived from such as endosymbionts in the early history of the eukaryotes. It might be possible that there are separate lineages within the eukaryotes, such as for the various types of algae (red, green, brown, diatoms, etc.), though I'm not certain if there is more work completed on that with which I'm not familiar. It is widely believed, however, that the land-plants have their chloroplasts derived from the green-algae chloroplasts.
Unless some other qualified biologist wishes to weigh in and assert that he/she doesn't believe so, I would assert that it is very widely accepted theory, as it is highly plausible and continuing evidence supports it.