{"id":"W4397010147","doi":"10.3390/microorganisms12051007","title":"Abundance, Characterization and Diversity of Culturable Anoxygenic Phototrophic Bacteria in Manitoban Marshlands","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anoxygenic photosynthesis; Phototroph; Proteobacteria; Ecology; Biology; Decomposer; Alphaproteobacteria; Botany; Ecosystem; Bacteria; Photosynthesis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001872823,0.0004356054,0.0002157512,0.001242631,0.000650744,0.0006206923,0.000196031,0.0002288313,0.0003621519],"category_scores_gemma":[0.0002696424,0.0002560299,0.0001460378,0.0008940648,0.0003700353,0.0002666286,0.0005325995,0.0001740951,0.0001186496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213311,"about_ca_system_score_gemma":0.0005018471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03834637,"about_ca_topic_score_gemma":0.1175467,"domain_scores_codex":[0.9998246,0.00001966889,0.00001949408,0.00005193396,0.00004344972,0.00004074742],"domain_scores_gemma":[0.9998142,0.00001925776,0.00005391936,0.000009369351,0.00005473974,0.00004864718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000309177,0.0001323292,0.6615461,0.0001442112,0.00005206526,0.0007202155,0.005544595,0.0001563873,0.322397,0.00007166318,0.00006353548,0.008862718],"study_design_scores_gemma":[0.000004343011,0.0001400905,0.9920045,0.00001204801,0.0000199976,0.0001852578,0.002488384,0.0001664036,0.004466538,0.00001633328,0.0004875822,0.00000853948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995692,0.00009148214,0.00004749073,0.000005651037,9.954375e-7,0.000007087096,0.00007234458,8.61049e-7,0.0002048834],"genre_scores_gemma":[0.997997,0.0003656351,0.0004246432,0.00001242166,0.000002939453,0.00002520358,0.0002881752,0.00000168792,0.0008821543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9616536,"threshold_uncertainty_score":0.07624638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005956458218141805,"score_gpt":0.1858034387641621,"score_spread":0.1798469805460203,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}