{"id":"W6907681682","doi":"10.24433/co.3258569.v2","title":"CoBE_Piano example","year":2022,"lang":"en","type":"other","venue":"Code Ocean","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Identification (biology); Order (exchange); Key (lock); Column (typography); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006892611,0.001433659,0.0007763207,0.001171855,0.001371564,0.002082191,0.002028335,0.001505333,0.1894802],"category_scores_gemma":[0.002874631,0.0008522649,0.001036383,0.001769023,0.0004421793,0.002161814,0.002424629,0.00144965,0.1856256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191343,"about_ca_system_score_gemma":0.001258743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008332215,"about_ca_topic_score_gemma":0.01270719,"domain_scores_codex":[0.999461,0.00006360525,0.00002471966,0.0001321609,0.0002221617,0.00009639774],"domain_scores_gemma":[0.9993688,0.0001975874,0.00003753037,0.000137755,0.0001729511,0.0000853292],"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":[0.0001671441,0.00002265253,0.0003308118,0.0002914519,0.00001194039,0.0001488313,0.00004569735,0.0003011036,0.001656131,0.005435609,0.9757131,0.01587543],"study_design_scores_gemma":[0.00003808668,0.000009412147,0.0006123968,0.00006771772,0.00001021903,0.0001540197,0.00002410068,0.001133368,0.002257844,0.003270182,0.9923976,0.00002488526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005933423,0.001980136,0.06964788,0.003626233,0.001691622,0.0003503046,0.188965,0.2596115,0.468194],"genre_scores_gemma":[0.04949642,0.003781526,0.1028537,0.005025684,0.0004940004,0.001884608,0.4645803,0.1324838,0.2394001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8105198,"threshold_uncertainty_score":0.6338745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454328530974778,"score_gpt":0.2598456130316056,"score_spread":0.2253023277218578,"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."}}