{"id":"W2916266001","doi":"10.6084/m9.figshare.4210218.v1","title":"BIO205 2016 Tut0108 Census 2 Data.xlsx","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Medicine; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001034385,0.001143879,0.001063068,0.004431766,0.0006564716,0.002140945,0.00156713,0.0009045653,0.3109307],"category_scores_gemma":[0.007491862,0.0008100364,0.0007528433,0.009266205,0.0002577937,0.0009655535,0.001371251,0.001140937,0.161135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469195,"about_ca_system_score_gemma":0.003807938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09500208,"about_ca_topic_score_gemma":0.103765,"domain_scores_codex":[0.9993332,0.00008874835,0.0001178909,0.0001386668,0.0001821807,0.0001392822],"domain_scores_gemma":[0.9962245,0.0008514915,0.0004212962,0.0007413799,0.001381657,0.0003797082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000697623,0.00001289972,0.001647408,0.000374351,0.0000241533,0.00001880476,0.00003345537,0.0003075956,0.0001288071,0.0004852753,0.9941528,0.002744725],"study_design_scores_gemma":[0.0001788124,0.00001383859,0.01146288,0.0002335632,0.00002515161,0.00003477758,0.0001230031,0.000374441,0.0003610851,0.0007486272,0.9864089,0.00003498902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009049798,0.000006341721,0.00005600914,0.00002835334,0.00001409244,0.000006582126,0.999014,0.0001408901,0.000643146],"genre_scores_gemma":[0.0008746199,0.00003051019,0.0003494679,0.00003237016,0.00001436365,0.00008981,0.9963357,0.0002644564,0.00200876],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6890693,"threshold_uncertainty_score":0.9828738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07492835928648463,"score_gpt":0.2679497701379599,"score_spread":0.1930214108514753,"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."}}