{"id":"W7134021946","doi":"","title":"UBC-DIBS Working Paper 2021-CBI-04","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); Control (management); Identification (biology); Vital signs; Randomized controlled trial","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":[0.01729197,0.001020332,0.001020973,0.001251733,0.001770592,0.00465017,0.001785492,0.002467381,0.1091188],"category_scores_gemma":[0.01738006,0.0005112162,0.0005185034,0.001826367,0.00098109,0.00103197,0.001366396,0.002336236,0.02589612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01009649,"about_ca_system_score_gemma":0.03389517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1603984,"about_ca_topic_score_gemma":0.1693821,"domain_scores_codex":[0.9930549,0.002803617,0.0002725854,0.0004642033,0.002531356,0.0008733129],"domain_scores_gemma":[0.9771141,0.004564037,0.0009520459,0.001012068,0.01160742,0.00475025],"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":[0.002172507,0.001223476,0.003018325,0.001187879,0.00006223776,0.00005384082,0.0002418761,0.0006539836,0.000820593,0.005064729,0.902776,0.08272458],"study_design_scores_gemma":[0.00519099,0.003091265,0.04455576,0.001608248,0.0002573406,0.00007025626,0.001126292,0.001379455,0.005595103,0.002149908,0.9349007,0.00007456108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03970192,0.007740157,0.004963752,0.02901972,0.005117249,0.02454134,0.1858353,0.001509778,0.7015709],"genre_scores_gemma":[0.106334,0.004911174,0.02389254,0.009052305,0.0005486193,0.02046574,0.08846446,0.001035254,0.7452959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8908812,"threshold_uncertainty_score":0.3650387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174453959214106,"score_gpt":0.2037461508465133,"score_spread":0.1820016112543723,"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."}}