{"id":"W4220999739","doi":"10.31234/osf.io/bfr48","title":"Whither Inhibition?","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto Scarborough; Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Operationalization; Leverage (statistics); Construct (python library); Process (computing); Outcome (game theory); Psychology; Computer science; Process management; Political science; Epistemology; Economics; Business; Artificial intelligence; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005092505,0.0007480418,0.0007945698,0.0009021891,0.001983201,0.007439019,0.001189152,0.002750452,0.009071958],"category_scores_gemma":[0.009284666,0.0002605924,0.0008307058,0.0007518299,0.0149371,0.009458194,0.00447416,0.005778293,0.001765621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027231,"about_ca_system_score_gemma":0.002410174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635985,"about_ca_topic_score_gemma":0.002458782,"domain_scores_codex":[0.9969124,0.001248569,0.0001085841,0.0006306504,0.0006364131,0.0004633723],"domain_scores_gemma":[0.9959801,0.001750804,0.000623927,0.000471972,0.00052423,0.0006489776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002096743,0.0001662065,0.006211942,0.000496848,0.00007640844,0.0002299541,0.01285815,0.0002814704,0.00110438,0.8830765,0.01196351,0.08332498],"study_design_scores_gemma":[0.00006929356,0.0001627294,0.007522993,0.0007900302,0.00008390713,0.0006114811,0.007474315,0.001144449,0.001404896,0.8384283,0.1422368,0.0000707697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1300617,0.04241595,0.09122247,0.2455439,0.004918194,0.0001559635,0.0004075202,0.0006477622,0.4846265],"genre_scores_gemma":[0.9211746,0.01242101,0.01079039,0.02371208,0.00119933,0.0001863857,0.0002031496,0.0002836181,0.03002937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009071958,"threshold_uncertainty_score":0.03034866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123926593585969,"score_gpt":0.4540872659162101,"score_spread":0.3416946065576131,"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."}}