{"id":"W7134021520","doi":"","title":"UBC-DIBS Working Paper 2022-CBI-03","year":2022,"lang":"en","type":"report","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salience (neuroscience); Sign (mathematics); Vital signs; Control (management); Vigilance (psychology)","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":[],"category_scores_codex":[0.01184134,0.000758793,0.0008267428,0.001447626,0.002664244,0.006283167,0.001821437,0.002216721,0.1564682],"category_scores_gemma":[0.01881178,0.0005144601,0.0003271576,0.002402423,0.001077051,0.00161975,0.001769654,0.002012084,0.05748378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01154298,"about_ca_system_score_gemma":0.0264498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2650118,"about_ca_topic_score_gemma":0.273485,"domain_scores_codex":[0.9941006,0.001458632,0.000226087,0.0004750267,0.002884072,0.0008555583],"domain_scores_gemma":[0.9734655,0.003295297,0.0006519579,0.001609376,0.01635113,0.004626746],"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":[0.0005215342,0.0006581057,0.004484158,0.0004287422,0.00001688149,0.00004950312,0.000585766,0.0003515776,0.000568861,0.004565581,0.9129966,0.07477272],"study_design_scores_gemma":[0.0003900405,0.0004459707,0.03992722,0.0005196629,0.00004610548,0.00004897107,0.002092155,0.0006679782,0.002965235,0.001289813,0.9515509,0.00005599301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0276258,0.001842513,0.003437613,0.01202446,0.002063113,0.004881396,0.09089147,0.001656317,0.8555774],"genre_scores_gemma":[0.09022526,0.001366393,0.01094265,0.002959226,0.0001989179,0.004561729,0.05814207,0.001391545,0.8302122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8435318,"threshold_uncertainty_score":0.5269386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184703430616434,"score_gpt":0.2042923863561267,"score_spread":0.1824453520499624,"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."}}