{"id":"W4396686737","doi":"10.29173/mlj1265","title":"Collaborative Law","year":2021,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004000667,0.0006130519,0.0005126211,0.002084628,0.01232707,0.01632017,0.002309691,0.005929054,0.1191673],"category_scores_gemma":[0.009103527,0.0006303005,0.0005135062,0.002531962,0.01033527,0.008732129,0.006330676,0.005737731,0.0210809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00994388,"about_ca_system_score_gemma":0.02075421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.058534,"about_ca_topic_score_gemma":0.09902835,"domain_scores_codex":[0.9959052,0.0008955916,0.0001369269,0.0008241564,0.001666011,0.0005721393],"domain_scores_gemma":[0.9938414,0.001299678,0.0002680358,0.001675326,0.00188953,0.001026026],"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":[0.0000025343,0.00001142504,0.00009363007,0.00001121109,0.000002482624,0.00002455542,0.0005608383,0.00004156894,0.00003203086,0.9323803,0.05920211,0.007637202],"study_design_scores_gemma":[0.000009666172,0.000006112621,0.0002981423,0.00007819328,0.000006312023,0.00006310848,0.0007707217,0.0002587097,0.0001101918,0.2072465,0.7911426,0.000009679973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001126594,0.000797836,0.004572481,0.008454446,0.0004480607,0.0000478621,0.00008779093,0.0001196894,0.9843453],"genre_scores_gemma":[0.09242339,0.001181192,0.003352292,0.006101296,0.0006511963,0.000178478,0.0002148862,0.0001703255,0.8957269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1191673,"threshold_uncertainty_score":0.3986543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136294117064655,"score_gpt":0.2269172645056525,"score_spread":0.213287852799187,"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."}}