{"id":"W4394114385","doi":"10.6084/m9.figshare.4244798","title":"BIO205 2016 Tut0102 Census 3 Data.xlsx","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Medicine; Population; Environmental health","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":[0.001178994,0.001365185,0.001049187,0.004069658,0.0006864772,0.002459136,0.001774038,0.001035502,0.1839104],"category_scores_gemma":[0.008708321,0.0007992584,0.0007443087,0.009649684,0.0003802463,0.001044984,0.001541454,0.001433106,0.1547984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508765,"about_ca_system_score_gemma":0.003410357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04463188,"about_ca_topic_score_gemma":0.06413755,"domain_scores_codex":[0.9991671,0.0001196081,0.0001652736,0.0001958975,0.0002008763,0.0001512867],"domain_scores_gemma":[0.9960848,0.001019752,0.0005021585,0.0008513267,0.0011402,0.0004017678],"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":[0.00003170377,0.000006868463,0.0007393275,0.0002752958,0.00001195734,0.00001083197,0.00001467041,0.0001238476,0.00004883709,0.0003041085,0.9974861,0.0009463477],"study_design_scores_gemma":[0.0001874429,0.00001058147,0.006659378,0.0002273,0.00001731869,0.00003823187,0.00008375748,0.000136356,0.0002162901,0.0007649401,0.9916368,0.00002148196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003971066,0.000009412834,0.00001952955,0.00003285404,0.00001208548,0.000004182672,0.9994711,0.00007915474,0.000331986],"genre_scores_gemma":[0.0003555441,0.00003272862,0.0001316331,0.0000374273,0.00001119844,0.00005880212,0.9983652,0.00007981613,0.0009276943],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1839104,"threshold_uncertainty_score":0.6152415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2985705253239632,"score_gpt":0.4088651212712411,"score_spread":0.1102945959472779,"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."}}