{"id":"W2917993373","doi":"10.6084/m9.figshare.4232363.v2","title":"BIO205 2016 Tut0107 Census 3 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; Population; Demography; Sociology","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":[0.001053185,0.00114018,0.001085006,0.004438819,0.0006894847,0.002259979,0.001663581,0.0009249332,0.3322821],"category_scores_gemma":[0.007604031,0.0008294133,0.0007880752,0.009420048,0.0002777636,0.001003118,0.00143027,0.00115822,0.1759483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565543,"about_ca_system_score_gemma":0.004100638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1004786,"about_ca_topic_score_gemma":0.1080706,"domain_scores_codex":[0.9992938,0.00009182565,0.0001257123,0.0001418396,0.0001992614,0.000147493],"domain_scores_gemma":[0.9959865,0.000925382,0.0004408848,0.0007761933,0.001477113,0.0003939578],"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":[0.00006898541,0.00001279065,0.001541003,0.0003879268,0.0000247333,0.00001793554,0.00003348705,0.0002898771,0.0001263236,0.0005045226,0.9943891,0.002603384],"study_design_scores_gemma":[0.0001713853,0.0000133194,0.01045856,0.000239303,0.00002467013,0.00003303987,0.0001230736,0.0003493918,0.0003834946,0.0007712297,0.9873974,0.00003498109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007914233,0.000006106126,0.00005324763,0.0000265716,0.00001294242,0.000006643724,0.9990163,0.0001421994,0.0006569354],"genre_scores_gemma":[0.0008064777,0.00003127572,0.0003316454,0.00003218225,0.00001320782,0.0000887533,0.9963949,0.0002774471,0.002024101],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6677179,"threshold_uncertainty_score":0.9524186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07824300969028107,"score_gpt":0.2694229259322399,"score_spread":0.1911799162419588,"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."}}