{"id":"W7105074153","doi":"10.5281/zenodo.17576928","title":"Plato's Theory of the Justice in the Ideal State: Function and class","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ideal (ethics); Realm; Ideal theory; Economic Justice; Political philosophy; Politics; Construct (python library)","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":[0.002456104,0.000446138,0.0003255053,0.001245034,0.00348793,0.005548507,0.0005746796,0.001926598,0.00279376],"category_scores_gemma":[0.002503857,0.0001806172,0.0005676941,0.000960914,0.02755357,0.005559239,0.00205775,0.003474758,0.0005187943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005073779,"about_ca_system_score_gemma":0.003526596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004147648,"about_ca_topic_score_gemma":0.002919463,"domain_scores_codex":[0.9979579,0.00091108,0.00009130254,0.0003167985,0.0004601893,0.0002627123],"domain_scores_gemma":[0.9991232,0.0004465081,0.0001257932,0.00009085812,0.0001276222,0.00008596911],"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":[0.000001633727,0.00000138947,0.00003688934,0.000003386326,6.149346e-7,0.000005041662,0.0003384083,0.0000690749,0.00001471503,0.9980482,0.0003924012,0.001088245],"study_design_scores_gemma":[0.00000436301,0.000007433686,0.000146329,0.0000207518,0.000002425131,0.00001332247,0.0001227405,0.000359507,0.00004750933,0.9801531,0.01911788,0.000004569622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02504895,0.006390986,0.1061596,0.03004267,0.0008238915,0.0001023098,0.000148515,0.0001106874,0.8311723],"genre_scores_gemma":[0.9464428,0.003224462,0.01463272,0.002100705,0.0009117483,0.0001564788,0.00006248532,0.0000606411,0.03240803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005548507,"threshold_uncertainty_score":0.03681308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03898058462532294,"score_gpt":0.2357224884827849,"score_spread":0.1967419038574619,"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."}}