{"id":"W6959872290","doi":"10.13140/rg.2.2.36447.05287","title":"The Expert Panel Process in Canada","year":2008,"lang":"en","type":"other","venue":"","topic":"Legal and Regulatory Analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.02643001,0.0007813132,0.001029289,0.004159362,0.01787115,0.01292893,0.003436864,0.01265187,0.04813492],"category_scores_gemma":[0.04314408,0.001201303,0.0009164774,0.004421234,0.004182707,0.002090276,0.002908413,0.005948957,0.007781144],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07957327,"about_ca_system_score_gemma":0.3452937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9667089,"about_ca_topic_score_gemma":0.9847004,"domain_scores_codex":[0.9796268,0.003118175,0.0009374404,0.001588267,0.009482109,0.005247223],"domain_scores_gemma":[0.9515488,0.01094999,0.0007730552,0.001314164,0.02982593,0.005588015],"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":[0.00004475567,0.00004721698,0.00137016,0.00009588337,0.00001182684,0.0002352951,0.001320882,0.0003291165,0.0002055624,0.03070981,0.9402498,0.02537976],"study_design_scores_gemma":[0.00003989843,0.00001269702,0.007785106,0.0002900651,0.00001990846,0.00003614002,0.002003737,0.0006091439,0.0002927078,0.003638747,0.9852195,0.00005239141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01867981,0.005983898,0.004696005,0.1415429,0.005498843,0.002585064,0.006515609,0.0005920586,0.8139058],"genre_scores_gemma":[0.05232422,0.002476363,0.004890479,0.03487832,0.0005423412,0.0007024051,0.001811731,0.0002530215,0.9021212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9204267,"threshold_uncertainty_score":0.5773472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944752344694221,"score_gpt":0.2634486627831984,"score_spread":0.2440011393362562,"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."}}