{"id":"W2767012998","doi":"10.3897/rio.3.e21703","title":"Case Study: Tobacco Economics Control Project","year":2017,"lang":"en","type":"article","venue":"Research Ideas and Outcomes","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Data sharing; Control (management); Business; Open data; Data management; Resource (disambiguation); Public relations; Computer security; Computer science; World Wide Web; Political science; Economics; Management; Database","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003543471,0.0005026112,0.0003959594,0.001472025,0.007314301,0.002403244,0.002118948,0.003378977,0.01718299],"category_scores_gemma":[0.006338775,0.0002774317,0.000470677,0.002299704,0.002256921,0.00186671,0.003578556,0.002244107,0.001971383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339299,"about_ca_system_score_gemma":0.006426629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02408922,"about_ca_topic_score_gemma":0.02757978,"domain_scores_codex":[0.9967403,0.001431203,0.0001189091,0.0003092827,0.0006328015,0.0007674769],"domain_scores_gemma":[0.9963157,0.001290348,0.0002918242,0.0002968115,0.000563027,0.00124246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001233628,0.01015713,0.1587532,0.00192006,0.0002317538,0.1232254,0.113034,0.01082014,0.005182874,0.1652197,0.1658952,0.2443269],"study_design_scores_gemma":[0.000291383,0.001461087,0.06829476,0.001027998,0.00007846117,0.02822174,0.1774611,0.01130498,0.004434537,0.02267583,0.6846079,0.0001402755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.790766,0.001280726,0.02292634,0.02571087,0.0004020447,0.00270421,0.003043164,0.0003243024,0.1528423],"genre_scores_gemma":[0.9228706,0.001054007,0.01648871,0.003436191,0.0001034706,0.001739523,0.001772793,0.0001180147,0.05241668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02408922,"threshold_uncertainty_score":0.05748278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4610688774079321,"score_gpt":0.5466592130297394,"score_spread":0.08559033562180735,"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."}}