{"id":"W4413601062","doi":"10.64628/aam.p6g7scere","title":"Canada needs a strategic plan to safeguard consumers against counterfeit and pirated goods","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Counterfeit; Safeguard; Business; Plan (archaeology); Commerce; Advertising; Marketing; International trade; Law; Political science; History","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004764588,0.0004303098,0.0007266194,0.0002122964,0.00009863582,0.0001195573,0.0001963773,0.0002892689,0.0002237788],"category_scores_gemma":[0.00009644155,0.0003955767,0.00007781103,0.0003184832,0.00009683544,0.00003089701,0.0004302324,0.001072486,0.00006033399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003775479,"about_ca_system_score_gemma":0.002738052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.427064,"about_ca_topic_score_gemma":0.3397169,"domain_scores_codex":[0.997595,0.00009605178,0.0006053494,0.0005771627,0.0005474362,0.0005790161],"domain_scores_gemma":[0.9983898,0.0002169242,0.0001128759,0.0004124892,0.0001429387,0.0007249474],"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":[0.01762859,0.002361642,0.1359293,0.07158522,0.0238484,0.02162455,0.01772911,0.007565598,0.08061632,0.04487,0.5047616,0.07147969],"study_design_scores_gemma":[0.03300696,0.003516941,0.05309901,0.03168356,0.007261207,0.001161124,0.1165117,0.1337359,0.0229081,0.006521003,0.5745995,0.01599503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370129,0.0002569185,0.00009252817,0.01148998,0.0007592468,0.0009735424,0.0005947152,0.0003186079,0.04850161],"genre_scores_gemma":[0.9816896,0.0001447417,0.00007812137,0.01392999,0.0001359018,0.00005125099,0.0003161989,0.00005827996,0.003595899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261703,"threshold_uncertainty_score":0.9998496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1805316974039329,"score_gpt":0.3609507842497212,"score_spread":0.1804190868457884,"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."}}