{"id":"W2915661067","doi":"10.6084/m9.figshare.4219659.v1","title":"BIO205 2016 Tut0106 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; 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":[0.001034967,0.001176495,0.001094147,0.00444354,0.0006705796,0.002207144,0.001574569,0.0009355119,0.3233992],"category_scores_gemma":[0.007763247,0.000833608,0.0007825426,0.009475423,0.00026253,0.00100854,0.001375487,0.001164201,0.1659806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480612,"about_ca_system_score_gemma":0.003855541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09662858,"about_ca_topic_score_gemma":0.1031948,"domain_scores_codex":[0.9993148,0.00009124602,0.0001201045,0.0001430096,0.0001868127,0.0001440908],"domain_scores_gemma":[0.9961609,0.0008789474,0.0004309186,0.0007471298,0.001396149,0.000385982],"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":[0.00006921295,0.00001287722,0.001634412,0.0003860793,0.00002479624,0.00001853398,0.00003283649,0.0003096568,0.0001233639,0.0004784336,0.9942876,0.002622239],"study_design_scores_gemma":[0.0001840954,0.0000143842,0.01149523,0.0002437282,0.00002616642,0.00003688318,0.0001271125,0.0003870843,0.0003636839,0.0007681074,0.9863171,0.00003648833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000857542,0.000006403015,0.00005304503,0.00002842192,0.00001407492,0.000006328562,0.9990369,0.0001377074,0.0006314031],"genre_scores_gemma":[0.0008525684,0.00003057162,0.0003310068,0.00003201279,0.00001435841,0.00008234815,0.9964585,0.0002584365,0.001940134],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6766008,"threshold_uncertainty_score":0.9650889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07332328181726765,"score_gpt":0.2676639884154025,"score_spread":0.1943407065981348,"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."}}