{"id":"W4416952092","doi":"10.7202/1121476ar","title":"Gabrielle Marceau: A Mentor, Advocate, and Supporter","year":2025,"lang":"fr","type":"article","venue":"Revue québécoise de droit international","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supporter; International law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00901834,0.00108085,0.0008997082,0.001413771,0.01129403,0.00787598,0.00273513,0.009909851,0.03262103],"category_scores_gemma":[0.04376142,0.0005893239,0.000402466,0.001425963,0.005234798,0.006884824,0.003651727,0.01125991,0.01796414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176579,"about_ca_system_score_gemma":0.04873063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2284381,"about_ca_topic_score_gemma":0.2727032,"domain_scores_codex":[0.9884267,0.003985683,0.0002443448,0.0007929478,0.005123517,0.001426749],"domain_scores_gemma":[0.9709414,0.004113043,0.001650808,0.0009205929,0.01368836,0.008685906],"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":[0.00001333581,0.00001732141,0.0003519227,0.00005352952,0.0000036276,0.0001893577,0.002482659,0.00002665794,0.0001830414,0.01213543,0.969143,0.01540017],"study_design_scores_gemma":[0.000005493347,0.000006215962,0.0003444212,0.0001988039,0.00000273224,0.0001879002,0.002290807,0.00007819002,0.0001019051,0.0009992224,0.9957613,0.0000229835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001376223,0.02068572,0.001700686,0.9110124,0.01526318,0.0001000272,0.0001039778,0.0001506694,0.04960711],"genre_scores_gemma":[0.07861578,0.0188811,0.005542083,0.2415951,0.006674869,0.0003271064,0.0001250005,0.0003367674,0.6479021],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2284381,"threshold_uncertainty_score":0.4542168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008569630328978747,"score_gpt":0.2613102750175132,"score_spread":0.2527406446885345,"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."}}