{"id":"W2239933105","doi":"10.1038/ismej.2015.242","title":"Single-cell activity of freshwater aerobic anoxygenic phototrophic bacteria and their contribution to biomass production","year":2016,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anoxygenic photosynthesis; Bacteria; Biology; Phototroph; Trophic level; Ecology; Biomass (ecology); Bacterial cell structure","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004343839,0.00008060625,0.0001184593,0.00002313937,0.0002326665,0.000009661872,0.0001732414,0.0000552622,0.001445953],"category_scores_gemma":[0.00003173434,0.00003884963,0.00003444321,0.00006668478,0.0002151243,0.0001288192,0.0001472728,0.0001358731,0.00006242117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007359496,"about_ca_system_score_gemma":0.000007253272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000370058,"about_ca_topic_score_gemma":0.0003785545,"domain_scores_codex":[0.9992138,0.0003574367,0.0001219121,0.00009658984,0.00004326268,0.000167064],"domain_scores_gemma":[0.9995797,0.00006166004,0.0001184756,0.0001774922,0.00001494977,0.00004777247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001298328,0.00006631112,0.0005713706,0.000001504441,0.000009564839,2.501777e-7,0.0002385419,0.00000450341,0.9965934,0.000001791356,0.0009333589,0.001449552],"study_design_scores_gemma":[0.0002695532,0.0002886863,0.04934685,0.0000107291,0.000008762544,0.00008668732,0.00001203707,0.00000340477,0.9443524,0.001022023,0.004532901,0.0000659611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968316,0.00001263691,0.0002360135,0.002523613,0.0002201863,0.0001226839,0.000008726544,0.000005816297,0.00003872512],"genre_scores_gemma":[0.9996179,0.00002276005,0.00005614366,0.00008255157,0.00006367876,0.000001886283,0.000001007533,0.000004673532,0.0001493651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05224101,"threshold_uncertainty_score":0.9994668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163416895300625,"score_gpt":0.199128702888188,"score_spread":0.1874945339351817,"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."}}