{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224477,0.0004861555,0.0004083058,0.00144153,0.003758917,0.003966708,0.0006838477,0.001640541,0.007823373],"category_scores_gemma":[0.0044369,0.0002382255,0.0003809408,0.001130507,0.01665514,0.00490138,0.002511717,0.003951085,0.001939103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003290046,"about_ca_system_score_gemma":0.002803307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003120952,"about_ca_topic_score_gemma":0.003255386,"domain_scores_codex":[0.9970568,0.001501142,0.00008295068,0.0004668896,0.0006517195,0.0002405251],"domain_scores_gemma":[0.9988393,0.0006011177,0.00008249438,0.0001815002,0.0002092881,0.00008625819],"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":[0.00000401328,0.000001890637,0.00002219264,0.00001067362,6.290587e-7,0.0000108322,0.001543999,0.0000339842,0.00002477629,0.9899533,0.00484684,0.003546733],"study_design_scores_gemma":[0.000004818243,0.00001365615,0.00009850438,0.00008419077,0.000001987711,0.00005441117,0.0009549062,0.0002202713,0.0001355625,0.5951182,0.4033065,0.000007021149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007536579,0.01087987,0.02564502,0.02631895,0.002654817,0.0000348857,0.0001437165,0.000230203,0.926556],"genre_scores_gemma":[0.6973941,0.008848331,0.02006934,0.008804442,0.003779475,0.0002399791,0.0001824679,0.0004811587,0.2602007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007823373,"threshold_uncertainty_score":0.0261718,"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."}}