{"id":"W4394175534","doi":"10.6084/m9.figshare.4244825","title":"BIO205 2016 Tut0105 Census 3 Data.xlsx","year":2016,"lang":"en","type":"dataset","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; Environmental health; 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":[],"consensus_categories":[],"category_scores_codex":[0.001245139,0.001673806,0.001370779,0.003536184,0.0006974337,0.002564163,0.00228468,0.001416106,0.1517778],"category_scores_gemma":[0.007294296,0.0009177278,0.001109889,0.007014754,0.0004165624,0.001126826,0.001775028,0.001549118,0.124725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155994,"about_ca_system_score_gemma":0.003508725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04954033,"about_ca_topic_score_gemma":0.06459922,"domain_scores_codex":[0.9992435,0.0001139584,0.0001251292,0.0002188089,0.0001611995,0.0001375174],"domain_scores_gemma":[0.9971554,0.0007629103,0.0003462183,0.000657035,0.0007206515,0.0003576173],"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":[0.00005734785,0.00001156666,0.001096946,0.0005204885,0.00003155322,0.00001494421,0.00002077267,0.0002844742,0.00009255327,0.0004012968,0.996268,0.001200172],"study_design_scores_gemma":[0.0003027501,0.00001340819,0.006045951,0.0002577948,0.00003301347,0.00003834501,0.00008236569,0.000307807,0.0002716615,0.001109675,0.9915058,0.00003135206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000440371,0.00001117663,0.0000279388,0.0000244357,0.00000885808,0.000003561963,0.9995591,0.000121906,0.0001990448],"genre_scores_gemma":[0.0003636823,0.0000312068,0.0001500502,0.00003182342,0.000008311713,0.00005248467,0.9987084,0.0001127679,0.0005413902],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1517778,"threshold_uncertainty_score":0.5077475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06693519707884138,"score_gpt":0.2858149371770003,"score_spread":0.2188797400981589,"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."}}