{"id":"W4413803032","doi":"10.29173/mlj1455","title":"Preface","year":2024,"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":"","funders":"","keywords":"Computer science","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":[0.001877288,0.0007857063,0.000684839,0.003465788,0.006075336,0.005848685,0.001866919,0.001781722,0.4741724],"category_scores_gemma":[0.008835926,0.0004392415,0.0004130207,0.002731955,0.001017084,0.002319408,0.001927635,0.003091257,0.2818447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006223902,"about_ca_system_score_gemma":0.01204483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08032081,"about_ca_topic_score_gemma":0.1366486,"domain_scores_codex":[0.9985833,0.0001107995,0.00006614699,0.0001615203,0.0008984737,0.0001796726],"domain_scores_gemma":[0.9903951,0.000703046,0.0002083284,0.0005484385,0.006867341,0.001277739],"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":[0.000006575107,0.000007828862,0.00007045223,0.00003907978,5.642207e-7,0.00001740348,0.00006189753,0.00001518092,0.00005605314,0.002549835,0.9871938,0.009981352],"study_design_scores_gemma":[0.000001310816,0.000002905286,0.0002317295,0.00005435578,5.113216e-7,0.00001494066,0.00007363959,0.00001225159,0.0000240133,0.0004196864,0.9991622,0.000002387145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001019923,0.005453196,0.001295149,0.04581822,0.152661,0.000463605,0.01006498,0.0009796175,0.7822444],"genre_scores_gemma":[0.002717609,0.002246965,0.0005769258,0.005550164,0.01229829,0.0001107964,0.004173407,0.0003897708,0.9719362],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4741724,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937012096274884,"score_gpt":0.2307766390546528,"score_spread":0.211406518091904,"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."}}