{"id":"W4308786214","doi":"10.1093/analys/anac094","title":"Attenuated Representationalism","year":2022,"lang":"en","type":"article","venue":"Analysis","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Direct and indirect realism; Metaphysics; Epistemology; Perception; Philosophy; Psychology","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":[0.005416568,0.000509894,0.0006302816,0.001315704,0.001802844,0.004618538,0.001767239,0.001926337,0.006420144],"category_scores_gemma":[0.01285979,0.0003262503,0.000907535,0.0007305444,0.02183871,0.009517289,0.005668282,0.00644812,0.001011465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354679,"about_ca_system_score_gemma":0.001181547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000910455,"about_ca_topic_score_gemma":0.0003636416,"domain_scores_codex":[0.9926146,0.003648711,0.0002464394,0.0009825421,0.002115087,0.0003925174],"domain_scores_gemma":[0.9931941,0.003199072,0.0004360092,0.001742619,0.001225125,0.0002029856],"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":[0.000006860189,0.000003198006,0.0000255489,0.00001600965,0.000003886737,0.00001863948,0.000527018,0.000119779,0.0001177223,0.9970591,0.0006957278,0.00140648],"study_design_scores_gemma":[0.000004646448,0.000005287331,0.00003407254,0.00001213964,0.000003100747,0.00002826273,0.00008723277,0.0005396021,0.0001540248,0.992679,0.006449568,0.000003044296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05763564,0.002234687,0.2918643,0.05854274,0.001106862,0.0001020301,0.0002570844,0.0005383427,0.5877184],"genre_scores_gemma":[0.9652119,0.0005113216,0.01848311,0.00259279,0.0004517476,0.0001188137,0.00008888826,0.0001269739,0.01241452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006420144,"threshold_uncertainty_score":0.02864593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509769865166463,"score_gpt":0.3431655580302455,"score_spread":0.3180678593785809,"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."}}