{"id":"W2916393195","doi":"10.6084/m9.figshare.4210215.v1","title":"BIO205 2016 Tut0108 Census 1 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":[0.001068876,0.00117228,0.001078868,0.004565663,0.0006712819,0.002112264,0.00164077,0.0008980745,0.3186055],"category_scores_gemma":[0.007592902,0.0008139609,0.0007448814,0.00960335,0.0002620469,0.0009670818,0.001385203,0.001156563,0.1668222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541439,"about_ca_system_score_gemma":0.003964527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09978504,"about_ca_topic_score_gemma":0.108768,"domain_scores_codex":[0.9993228,0.00008878874,0.0001189871,0.0001406593,0.0001893616,0.0001393951],"domain_scores_gemma":[0.9961166,0.0008689666,0.0004357038,0.0007330162,0.001452048,0.0003936754],"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":[0.00006947594,0.00001310156,0.001585696,0.0003954997,0.00002347938,0.0000175779,0.00003294147,0.000277588,0.0001278582,0.0004692932,0.9941422,0.002845342],"study_design_scores_gemma":[0.0001773691,0.00001424993,0.01098265,0.0002414688,0.00002494481,0.00003287174,0.000121973,0.0003289013,0.0003460169,0.0007127899,0.9869837,0.00003311445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008130444,0.000006397827,0.00005179165,0.00002699627,0.00001293652,0.00000670266,0.9990733,0.0001269513,0.0006136139],"genre_scores_gemma":[0.0007749643,0.00003230903,0.0003341849,0.00003065064,0.00001355297,0.0000889865,0.9965057,0.0002397159,0.001979897],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6813945,"threshold_uncertainty_score":0.9719266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07864482297197369,"score_gpt":0.2687500880036782,"score_spread":0.1901052650317045,"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."}}