{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001326055,0.0001036577,0.0001200914,0.00004814492,0.0008985912,0.001132752,0.0001219476,0.00004314609,0.001356206],"category_scores_gemma":[0.00002544766,0.00009524375,0.00008612695,0.0003690696,0.000065812,0.001017045,0.00007957855,0.0002196466,0.000920412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005261266,"about_ca_system_score_gemma":0.00003374066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135931,"about_ca_topic_score_gemma":0.07455445,"domain_scores_codex":[0.9992145,0.00001526852,0.0001890854,0.0001267895,0.0002371849,0.0002172256],"domain_scores_gemma":[0.9992247,0.0000140496,0.0001262517,0.0001201977,0.0004913072,0.00002347277],"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":[0.000007277804,0.00008375217,0.0001924871,0.00001063803,0.00003578057,0.0001475941,0.000007918473,0.00002221627,0.0001967896,0.9741338,0.02172727,0.003434487],"study_design_scores_gemma":[0.0003520687,0.000003475773,0.0007005758,0.00002065052,0.00003595619,0.0001019194,0.005560563,0.0001131117,0.0001266531,0.01054936,0.9823118,0.0001238225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01483499,0.0002242977,0.0003906364,0.003825514,0.001415813,0.00005344737,0.000003186781,0.00007081874,0.9791813],"genre_scores_gemma":[0.9871359,0.00003037032,0.0002253262,0.009202105,0.002986084,0.000004351246,0.00001239388,0.00001818053,0.0003853213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9787959,"threshold_uncertainty_score":0.9999042,"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."}}