{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001095498,0.0001967259,0.0002288854,0.00003978366,0.00007943128,0.0001320089,0.0003308825,0.0001725571,0.0001358813],"category_scores_gemma":[0.001572093,0.000156916,0.00007319175,0.0001102331,0.00008868636,0.0002682808,0.0006962353,0.0005123895,0.0001838675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002292632,"about_ca_system_score_gemma":0.00009788654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002731265,"about_ca_topic_score_gemma":0.000005058054,"domain_scores_codex":[0.9983134,0.0001206788,0.0002239681,0.0008226787,0.0003232164,0.0001960712],"domain_scores_gemma":[0.9991431,0.0003121234,0.00008474104,0.000299817,0.00002027957,0.0001398974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000887865,0.0001460031,0.01201225,0.001163271,0.00001329869,0.0002584323,0.0007558631,0.0001394708,0.9045929,0.008491348,0.06150767,0.01083071],"study_design_scores_gemma":[0.0008207869,0.0005199708,0.1770352,0.002156701,0.0001325982,0.0001143493,0.00007819643,0.03994982,0.5817943,0.1720279,0.0226297,0.002740371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114382,0.002209371,0.004037874,0.06952056,0.00251508,0.0008240922,0.00004314659,0.0007632351,0.008648414],"genre_scores_gemma":[0.9922426,0.001496987,0.0004965505,0.004432004,0.0002939139,0.00002742138,0.000002158092,0.00001491266,0.0009934192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3227986,"threshold_uncertainty_score":0.639885,"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."}}