{"id":"W6910822674","doi":"10.48689/0617-yf59","title":"Spencer Entomological Collection","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Data collection; Identification (biology); Work (physics); Natural (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001235299,0.00297399,0.001500813,0.007412853,0.001158432,0.002645066,0.002612674,0.00258565,0.1259295],"category_scores_gemma":[0.007335246,0.0009031047,0.00140396,0.009239248,0.0007143588,0.001521897,0.002370868,0.001997732,0.1830986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488982,"about_ca_system_score_gemma":0.003597473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03494574,"about_ca_topic_score_gemma":0.07549375,"domain_scores_codex":[0.99883,0.0002010911,0.0001274097,0.0003122518,0.0003180105,0.0002112217],"domain_scores_gemma":[0.9970145,0.0008261863,0.0002405094,0.0007766499,0.0007773691,0.000364711],"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":[0.00004068966,0.00001666981,0.0002991144,0.0004621585,0.00001517013,0.00001727728,0.00002191656,0.000206199,0.0001072872,0.0002525972,0.9964849,0.002076095],"study_design_scores_gemma":[0.0001755276,0.00001593685,0.002530222,0.0002788735,0.00002771398,0.00004454783,0.00009367813,0.0003786657,0.0003032316,0.001179878,0.9949379,0.00003384992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001352995,0.0000803221,0.00008126116,0.00004080149,0.00003085073,0.00001100532,0.998176,0.0003947359,0.001049729],"genre_scores_gemma":[0.0003368892,0.00006595162,0.0003460687,0.00003566054,0.000007008215,0.00005184077,0.9979687,0.0001058238,0.001082081],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1259295,"threshold_uncertainty_score":0.4212763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09737006829815076,"score_gpt":0.3794893059826934,"score_spread":0.2821192376845426,"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."}}