{"id":"W4293072617","doi":"10.31235/osf.io/uyxh9","title":"The Who, What, When, and How of Industrial Policy: A Text-Based Approach","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Industrial policy; Technocracy; Subsidy; Commercial policy; Policy analysis; Business; Economics; Public economics; Political science; International trade; Market economy; Public administration","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":[0.009837443,0.0009591568,0.00104448,0.02886028,0.00172879,0.009014437,0.001641621,0.002268384,0.007610755],"category_scores_gemma":[0.03248332,0.0004298271,0.0009289799,0.02073856,0.002796412,0.01271197,0.002389293,0.002383827,0.004945005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00487055,"about_ca_system_score_gemma":0.002881463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008852215,"about_ca_topic_score_gemma":0.007802891,"domain_scores_codex":[0.9915461,0.003691607,0.001214408,0.001686528,0.001514105,0.0003471636],"domain_scores_gemma":[0.9380248,0.04886395,0.005216957,0.002081572,0.005023688,0.000789111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006567519,0.0006976068,0.09345935,0.005373931,0.0003530236,0.001039677,0.02613739,0.007224646,0.008259903,0.09095923,0.09985815,0.6659803],"study_design_scores_gemma":[0.0001598744,0.0002352892,0.1100713,0.004521406,0.0003435152,0.001102551,0.05033794,0.1761675,0.008201424,0.2131563,0.4353402,0.0003627476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2566438,0.01469077,0.3946691,0.04324494,0.001184901,0.004591196,0.1825959,0.005161853,0.0972176],"genre_scores_gemma":[0.5218974,0.005178615,0.3637223,0.002851391,0.001665707,0.002829102,0.08988989,0.0006998408,0.01126592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02886028,"threshold_uncertainty_score":0.05202603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349079838903368,"score_gpt":0.2262943779920215,"score_spread":0.09138639410168467,"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."}}