{"id":"W4413462607","doi":"10.29173/mlj1401","title":"Forward","year":2025,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Canadian Identity and History","field":"Social Sciences","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":[0.001207416,0.0005387324,0.0003365383,0.0008669441,0.01030912,0.009166495,0.001111576,0.003680439,0.2733405],"category_scores_gemma":[0.003890443,0.0003865809,0.0004396994,0.0009560265,0.002308489,0.003182638,0.002690297,0.005101403,0.129326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01097707,"about_ca_system_score_gemma":0.02057985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3427948,"about_ca_topic_score_gemma":0.5187519,"domain_scores_codex":[0.9985474,0.000151969,0.00003125422,0.0002312724,0.0006751835,0.0003628952],"domain_scores_gemma":[0.997494,0.0001283109,0.00004884288,0.0001847602,0.001761238,0.0003828648],"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":[0.00001922398,0.00001471793,0.0005937239,0.00003260708,0.000003000376,0.00009508102,0.000888693,0.00003380458,0.0002017462,0.1319076,0.8431445,0.02306534],"study_design_scores_gemma":[0.00000165419,0.000002514567,0.0002395155,0.00002842154,0.000001396394,0.00001881346,0.0004345412,0.00002114038,0.00007725496,0.002115438,0.9970553,0.000004013612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001505605,0.001808842,0.001226592,0.06897775,0.01051657,0.00005834808,0.0009037459,0.0003613898,0.9146412],"genre_scores_gemma":[0.00765214,0.0005404335,0.0004211737,0.009899924,0.0003744664,0.00001840922,0.0002077912,0.000108963,0.9807766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3427948,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055897032863217,"score_gpt":0.2448116484651613,"score_spread":0.2342526781365291,"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."}}