{"id":"W4233742189","doi":"10.31219/osf.io/7uc2b","title":"Vision, Knowledge, and Assertion","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Assertion; Attribution; Perception; Psychology; Object (grammar); Norm (philosophy); Epistemology; Social psychology; Cognitive psychology; Philosophy; Computer science; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001882219,0.0001773562,0.0002870394,0.00004411189,0.0001656315,0.0001945559,0.0001250592,0.0001833433,0.0005399897],"category_scores_gemma":[0.00004351163,0.0001464333,0.00009353838,0.000008792208,0.0002738599,0.0000675818,0.0003449104,0.0005842892,0.0002060792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001261593,"about_ca_system_score_gemma":0.00006859161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756561,"about_ca_topic_score_gemma":0.001446572,"domain_scores_codex":[0.9991505,0.00008037942,0.0002171789,0.0003447031,0.00008582904,0.0001214053],"domain_scores_gemma":[0.9993595,0.00008789104,0.00009104994,0.000211246,0.0001762981,0.00007400093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006584043,0.00005973313,0.00004646163,0.0004369293,0.00006283008,0.000001935866,0.02881857,8.083298e-7,0.00003309243,0.9267424,0.04045446,0.003336244],"study_design_scores_gemma":[0.0001238821,0.00007079498,0.000392999,0.00008506716,0.00007256154,6.715052e-7,0.00125123,0.0002632845,0.00007030938,0.2349112,0.7625005,0.0002575217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01672442,0.002515292,0.0005540983,0.006598393,0.003753011,0.0002998147,0.00003159467,0.0002757388,0.9692476],"genre_scores_gemma":[0.9318751,0.000458006,0.0003567205,0.001294461,0.00270279,0.00002568587,0.0001076043,0.00003679523,0.06314287],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9151506,"threshold_uncertainty_score":0.5971377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044900354120966,"score_gpt":0.3283352329836591,"score_spread":0.2238451975715625,"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."}}