{"id":"W7042424990","doi":"","title":"'The Perfect Shouldn't Be the Enemy of the Good' — What Canada Can Do Today, Tomorrow & Next Week to Enhance Equitable Access to COVID-19 Biopharmaceutical Interventions","year":2022,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopharmaceutical; Government (linguistics); Psychological intervention; Intervention (counseling); Adversary; Intellectual property; Developing country; Negotiation","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":[0.008918099,0.000699983,0.0007530696,0.001652149,0.01570699,0.01661752,0.002736164,0.01315582,0.02234951],"category_scores_gemma":[0.02134838,0.0004312507,0.0007344829,0.001593941,0.01008605,0.009906899,0.005173775,0.01140196,0.003169582],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04304336,"about_ca_system_score_gemma":0.2273719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8684331,"about_ca_topic_score_gemma":0.9256156,"domain_scores_codex":[0.9921694,0.001143987,0.0001470364,0.0003304006,0.002536477,0.003672774],"domain_scores_gemma":[0.9813649,0.002520387,0.0006112269,0.0006134068,0.00559085,0.009299247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004568714,0.0001605445,0.002662774,0.0003686859,0.00002824884,0.0002155526,0.003169069,0.0002206468,0.0004295532,0.1130669,0.8095859,0.07004632],"study_design_scores_gemma":[0.00004186177,0.00005099757,0.007668831,0.0009208515,0.00002407244,0.00007030024,0.008128936,0.0002218193,0.0003617226,0.01808822,0.9643074,0.0001151258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001963117,0.005856928,0.0005729568,0.9536687,0.002444293,0.00007339024,0.0002736808,0.00008908976,0.03505782],"genre_scores_gemma":[0.1099332,0.02591887,0.01136573,0.7307647,0.002239847,0.0002531207,0.0006250212,0.0001447266,0.1187548],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9569566,"threshold_uncertainty_score":0.3123029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0832039513888704,"score_gpt":0.3847268793400949,"score_spread":0.3015229279512245,"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."}}