{"id":"W6885069757","doi":"10.13140/rg.2.2.24446.40002","title":"2024 01 27 Ottawa RRobinson Audition Day 1","year":2024,"lang":"en","type":"article","venue":"","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"category_scores_codex":[0.002661864,0.0009640151,0.0007687247,0.002268667,0.01021501,0.009389259,0.001889632,0.009087536,0.5316929],"category_scores_gemma":[0.007040753,0.001155256,0.001222014,0.001166399,0.001894147,0.001120452,0.004206276,0.00409314,0.2227902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008425031,"about_ca_system_score_gemma":0.02707062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2892539,"about_ca_topic_score_gemma":0.6705882,"domain_scores_codex":[0.9952964,0.0003076148,0.0002154004,0.0004129125,0.002294564,0.001473185],"domain_scores_gemma":[0.9955969,0.0005033357,0.0001400606,0.0003945213,0.00206715,0.001298088],"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":[0.0001605761,0.0001159469,0.001376111,0.00008716347,0.0000117922,0.0005528656,0.0001885967,0.0001023166,0.0005795968,0.004342392,0.9704076,0.02207502],"study_design_scores_gemma":[0.00003187418,0.00006183128,0.008884305,0.0001442421,0.00000936674,0.00009744909,0.0005189214,0.0001068795,0.0005016708,0.0005310006,0.9890709,0.00004159124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007530985,0.001112651,0.0003001862,0.01067152,0.005805536,0.000879141,0.004082553,0.001140614,0.9684767],"genre_scores_gemma":[0.003514339,0.0001554623,0.0001188615,0.000726167,0.00008823123,0.00005446914,0.0003614671,0.00008650587,0.9948945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4683071,"threshold_uncertainty_score":0.6679833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637047355894384,"score_gpt":0.3083808257796309,"score_spread":0.2920103522206871,"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."}}