{"id":"W4390653095","doi":"10.5840/symposium202327217","title":"Russon's Plato","year":2023,"lang":"en","type":"article","venue":"Symposium","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Reading (process); Ontology; Epistemology; Scholarship; Raising (metalworking); Platonic idealism; Literature; Linguistics; Art; Law; Mathematics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006066645,0.00007664551,0.00008633074,0.00005756564,0.0002072648,0.00008166937,0.0001003072,0.00002576531,0.001467323],"category_scores_gemma":[0.000006841598,0.00006248296,0.00006570372,0.00005386044,0.00009923991,0.000097303,0.00004357934,0.00007936169,0.007560022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009455634,"about_ca_system_score_gemma":0.00000823682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001797103,"about_ca_topic_score_gemma":0.00004322224,"domain_scores_codex":[0.9994657,0.00001238732,0.00009057348,0.0001307934,0.0001147822,0.0001857512],"domain_scores_gemma":[0.9997208,0.00004570179,0.00001945808,0.0001411558,0.00001973585,0.00005318109],"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":[0.000006219129,0.00001651362,0.00001674188,0.000009076172,0.00001083474,0.00001303667,0.003143483,0.000003140557,0.0002705679,0.9310979,0.06516694,0.0002455244],"study_design_scores_gemma":[0.0001204927,0.00002727425,0.00005136204,0.000007697281,0.000007038004,6.871594e-7,0.0002015682,0.00007056575,0.0002170693,0.07743948,0.9217588,0.00009792329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02784388,0.00002192129,0.000001414377,0.01266705,0.001272887,0.00006836634,0.0000339107,0.0004403499,0.9576502],"genre_scores_gemma":[0.9193794,0.00001034101,0.000003205531,0.0004649161,0.001896425,0.00001184237,0.00002193456,0.00001491265,0.07819704],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8915355,"threshold_uncertainty_score":0.9994455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716488620234488,"score_gpt":0.2356783060862727,"score_spread":0.1985134198839278,"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."}}