{"id":"W4396686678","doi":"10.29173/mlj1245","title":"Chapter 7 – Curing Complexity: Moving Forward from the Toronto 18 on Intelligence-to-Evidence","year":2021,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Charter; Warrant; Law; Intelligence analysis; Government (linguistics); Political science; Criminology; Sociology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00896682,0.0009735882,0.0008247996,0.002350862,0.01266469,0.01893526,0.003245555,0.009548917,0.01478773],"category_scores_gemma":[0.01447784,0.0008622089,0.0009047747,0.001818859,0.04804958,0.01197286,0.007450686,0.01742943,0.002046303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08858547,"about_ca_system_score_gemma":0.1043509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7359492,"about_ca_topic_score_gemma":0.7957231,"domain_scores_codex":[0.9857097,0.003144309,0.000494812,0.001269509,0.007356991,0.002024626],"domain_scores_gemma":[0.9865271,0.006207794,0.000497233,0.001279495,0.003939426,0.001548858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000562603,0.000004633659,0.0001813703,0.00005161621,0.000003143949,0.0000684107,0.002256229,0.0002057647,0.0001163185,0.9632545,0.02503096,0.008821458],"study_design_scores_gemma":[0.000009297482,0.00002231127,0.0009675139,0.0008465201,0.00001502659,0.0001176872,0.003522824,0.0005371665,0.000473366,0.1927685,0.800674,0.00004584752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01169316,0.03163312,0.031148,0.3639497,0.003121707,0.0002337057,0.000310639,0.0003019302,0.5576079],"genre_scores_gemma":[0.5036072,0.0492241,0.04010181,0.1127753,0.00464843,0.0004372317,0.0003901872,0.0006828997,0.2881329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2640508,"threshold_uncertainty_score":0.6427356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2013073444227001,"score_gpt":0.369750869727238,"score_spread":0.1684435253045379,"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."}}