{"id":"W3156870369","doi":"10.31219/osf.io/a4qgu","title":"Experimental Work on the Norms of Assertion","year":2020,"lang":"en","type":"article","venue":"","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Assertion; Norm (philosophy); Epistemology; Cognition; Principal (computer security); Psychology; Work (physics); Sociology; Computer science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003378003,0.00003341923,0.00004101219,0.000004275073,0.00002499029,0.000005895437,0.00007987536,0.00002096592,0.004356638],"category_scores_gemma":[0.00001140887,0.00001788986,0.00002440857,0.00006247052,0.00002886201,0.00001280891,0.000009525396,0.00003823929,0.0002887487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005430087,"about_ca_system_score_gemma":0.00000581217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005321526,"about_ca_topic_score_gemma":6.46666e-7,"domain_scores_codex":[0.9997333,0.00002067106,0.00007225524,0.00006880645,0.00004981433,0.0000551067],"domain_scores_gemma":[0.9997978,0.00007560695,0.00002468106,0.00007788359,0.000008748061,0.00001525375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001721802,0.0002050258,0.0155616,0.000003737362,0.00004086756,0.000001109826,0.005485615,0.00001857327,0.003829699,0.8201254,0.1541211,0.000435088],"study_design_scores_gemma":[0.000350497,0.0009296833,0.8291221,0.00001317537,0.000007607755,0.000002431483,0.1030931,0.00001061647,0.04882582,0.001807337,0.01565682,0.0001808579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7774581,0.0000607995,0.00001889507,0.01290162,0.0001622235,0.00004405645,4.056155e-7,0.00001517732,0.2093387],"genre_scores_gemma":[0.9970696,6.80167e-7,0.00004242098,0.001683416,0.00007200456,0.00001425549,0.000001764079,0.000002527341,0.001113358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8183181,"threshold_uncertainty_score":0.9965535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319742997456867,"score_gpt":0.3590320310943151,"score_spread":0.2270577313486284,"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."}}