{"id":"W7042273958","doi":"","title":"OBLIGATIONS TO PROTECT SENSORY TRADE DRESS BRANDS UNDER THE USMCA AND THEIR IMPLEMENTATIONS IN CANADA, MEXICO AND THE UNITED STATES","year":2025,"lang":"en","type":"other","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Implementation; Taste; Sensory system; Consumer protection","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":[0.003408115,0.0001670558,0.0001713664,0.0009884839,0.007837558,0.005155486,0.00133015,0.003897734,0.02791108],"category_scores_gemma":[0.009648458,0.0003440888,0.0002906404,0.00109332,0.002962993,0.001543864,0.0025269,0.002728805,0.001643964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0181452,"about_ca_system_score_gemma":0.04546773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8330582,"about_ca_topic_score_gemma":0.8722227,"domain_scores_codex":[0.9961625,0.0003790481,0.000079406,0.000210617,0.001624583,0.001543878],"domain_scores_gemma":[0.9934908,0.001326239,0.0003416641,0.0005585434,0.003029052,0.001253741],"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":[0.0002075287,0.000393505,0.03639524,0.0001598543,0.00002236499,0.0004743954,0.01598721,0.0005864667,0.002979811,0.5472768,0.2961767,0.09934021],"study_design_scores_gemma":[0.00004239502,0.00006932137,0.09864992,0.0003788752,0.00003962561,0.0001557914,0.01723177,0.0007511015,0.001782805,0.00973466,0.8710775,0.00008604792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1412757,0.0006510984,0.001144347,0.02300491,0.0001866513,0.0001960236,0.001359635,0.0001584368,0.8320231],"genre_scores_gemma":[0.6112311,0.0005543469,0.003171202,0.0147211,0.00006955777,0.0002733848,0.0006499689,0.000135905,0.3691934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1669418,"threshold_uncertainty_score":0.3358498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700088318381675,"score_gpt":0.2671527025779989,"score_spread":0.2301518193941822,"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."}}