{"id":"W4254803879","doi":"10.31219/osf.io/a4xj2","title":"Assertion and Assurance: Some Empirical Evidence","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Free Will and Agency","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Ministero dello Sviluppo Economico; Ontario Ministry of Economic Development and Innovation","keywords":"Assertion; Empirical evidence; Business; Empirical research; Computer science; Epistemology; Programming language; Philosophy","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":[0.05326304,0.0009953699,0.001411938,0.002119295,0.002660749,0.004836109,0.004980648,0.006543662,0.04125924],"category_scores_gemma":[0.37704,0.001011787,0.0009545257,0.002664448,0.01549825,0.0183577,0.006492725,0.006959481,0.002423331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731132,"about_ca_system_score_gemma":0.00156847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005357,"about_ca_topic_score_gemma":0.001970931,"domain_scores_codex":[0.9704975,0.01680631,0.002256996,0.003392171,0.006113453,0.0009335733],"domain_scores_gemma":[0.1995043,0.7383969,0.02125428,0.0284998,0.01043056,0.001914256],"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":[0.009178699,0.004979887,0.1145911,0.009934488,0.001123283,0.001456962,0.04338422,0.002424253,0.004750035,0.6098452,0.01762174,0.1807103],"study_design_scores_gemma":[0.0036428,0.002881412,0.1501991,0.005552472,0.001543649,0.003021991,0.03917956,0.0125824,0.007686585,0.7160636,0.05711482,0.0005316645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6754062,0.01805392,0.03787294,0.05727328,0.0007708402,0.0006162405,0.0007282208,0.0002164889,0.2090618],"genre_scores_gemma":[0.9867987,0.002320038,0.004915673,0.003647255,0.0002695372,0.0001724998,0.0002767656,0.00007022291,0.00152941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05326304,"threshold_uncertainty_score":0.2816852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2678295664282195,"score_gpt":0.3683310487239235,"score_spread":0.100501482295704,"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."}}