{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004999724,0.0003208909,0.0004385298,0.0005778405,0.00100166,0.003090832,0.00101794,0.001864295,0.00642955],"category_scores_gemma":[0.04303159,0.0003577039,0.0004770872,0.0003883664,0.005800241,0.007248541,0.002700597,0.002422683,0.0003696631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008670998,"about_ca_system_score_gemma":0.0005772405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383783,"about_ca_topic_score_gemma":0.0008640009,"domain_scores_codex":[0.9946944,0.002224911,0.0002913907,0.001183095,0.001309491,0.0002967989],"domain_scores_gemma":[0.9518186,0.03706195,0.004507084,0.00460247,0.00116182,0.0008481257],"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":[0.003385671,0.002578101,0.07086536,0.002118543,0.0004227107,0.001135423,0.0496689,0.004452182,0.09393179,0.5182743,0.002849647,0.2503174],"study_design_scores_gemma":[0.0004162052,0.001889378,0.1083653,0.0004795521,0.000379019,0.001393563,0.01050598,0.01176317,0.03290994,0.8155026,0.0160606,0.0003346222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859761,0.001170202,0.02775702,0.003462514,0.0001560052,0.00007405247,0.00008863385,0.0001143643,0.08120096],"genre_scores_gemma":[0.9958928,0.0001191206,0.002877851,0.0002580108,0.0000195411,0.00002104354,0.00003167167,0.00001303804,0.0007669421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00642955,"threshold_uncertainty_score":0.0264414,"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."}}