{"id":"W6991995112","doi":"","title":"Investing into domestic Manufacturing of Critical Medication and Vaccines for the Federal Government","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Economic shortage; Government (linguistics); Neglect; Health care; Function (biology); Stimulus (psychology); Public policy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004083607,0.0002805034,0.000215856,0.0007765068,0.003635429,0.00365357,0.0005547109,0.001920433,0.01513696],"category_scores_gemma":[0.007769107,0.0002347243,0.0003932967,0.0005966355,0.001741067,0.002002622,0.002659978,0.002255145,0.002326815],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008125193,"about_ca_system_score_gemma":0.03251059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02471462,"about_ca_topic_score_gemma":0.03218726,"domain_scores_codex":[0.9972791,0.0009310083,0.00007833049,0.0001481394,0.0005413144,0.001022185],"domain_scores_gemma":[0.9915032,0.002093527,0.0009553906,0.0008674149,0.001714512,0.002865863],"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":[0.0002187373,0.0007283998,0.04144884,0.0005660392,0.00009200934,0.0007145928,0.004374171,0.001131399,0.007233369,0.3680039,0.28112,0.2943686],"study_design_scores_gemma":[0.00002520044,0.0003940318,0.03051395,0.0005738741,0.0000574406,0.0004314644,0.003821461,0.0006580256,0.003486106,0.01407924,0.9459272,0.0000320796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1567011,0.008462436,0.005927299,0.4226704,0.002559406,0.0001780011,0.0005651365,0.0004913732,0.4024449],"genre_scores_gemma":[0.8831114,0.005767534,0.007778839,0.04149846,0.0005987883,0.00006939345,0.0003298207,0.00006427167,0.06078137],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9918748,"threshold_uncertainty_score":0.05895275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08197892568246239,"score_gpt":0.3577265031950979,"score_spread":0.2757475775126355,"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."}}