{"id":"W4396686871","doi":"10.29173/mlj1331","title":"Review of Brand Management in Canadian Law 5th ed. by John McKeown","year":2023,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"European and International Contract Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Management; Law; Political science; Law and economics; Sociology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166607,0.00007135792,0.0001367806,0.00008797365,0.0003234205,0.00008450208,0.0003433175,0.00002851811,0.0004739914],"category_scores_gemma":[0.00004868185,0.00006724056,0.00006778967,0.0002050009,0.0001156554,0.0002081593,0.00002697293,0.0001794933,0.0002282962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127417,"about_ca_system_score_gemma":0.00006736423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6079229,"about_ca_topic_score_gemma":0.9652583,"domain_scores_codex":[0.9986989,0.00020153,0.0002977213,0.0001012568,0.0003649601,0.0003356489],"domain_scores_gemma":[0.9994652,0.00003786079,0.00009868661,0.00008336258,0.00008874242,0.0002261389],"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":[0.000004496944,0.00001837886,0.0001814575,0.0001351215,0.00002872565,0.0001342669,0.0001316528,0.000001419871,0.0000059558,0.9019097,0.08960755,0.007841276],"study_design_scores_gemma":[0.0001883314,0.00001375764,0.0007431277,0.00102649,0.00001002597,0.000004492943,0.0006665082,0.00000313497,0.000007902367,0.001043007,0.9962178,0.00007536112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006005437,0.0129463,0.000001373332,0.003636187,0.0004819957,0.0001746921,0.00001600563,0.0000180023,0.97672],"genre_scores_gemma":[0.7461563,0.2415626,0.00004028967,0.01033215,0.0004381958,0.000004775888,0.00001177331,0.00001975517,0.001434172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9752858,"threshold_uncertainty_score":0.5189874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023041336665815,"score_gpt":0.3096796038741965,"score_spread":0.2866382672083815,"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."}}