{"id":"W4387229926","doi":"10.33137/aestimatio.v3i1.41827","title":"Reading Proclus and the Book of Causes: 3. On Causes and the Noetic Triad by Dragos Calma","year":2023,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Medieval and Classical Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triad (sociology); Reading (process); Character (mathematics); Classics; The Renaissance; Literature; History; Philosophy; Art; Art history; Sociology; Linguistics; Social 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001444734,0.00009477838,0.0002527718,0.00006095292,0.0007033253,0.00002955226,0.0002176755,0.00001164856,0.000006851163],"category_scores_gemma":[0.000532506,0.00003812509,0.00002397895,0.0000835625,0.02427756,0.0001051283,0.0001144274,0.00009225978,0.000001205572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002943514,"about_ca_system_score_gemma":0.00002521139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001859005,"about_ca_topic_score_gemma":0.0000544232,"domain_scores_codex":[0.9990866,0.00009335313,0.0002190942,0.000157464,0.0003150026,0.0001284482],"domain_scores_gemma":[0.9984591,0.001194049,0.0001345654,0.000132961,0.00005780828,0.00002150443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001460039,0.00002457264,0.00004976037,0.000176352,0.00002634156,0.000001468848,0.6789302,0.00001101151,0.00003361765,0.3048518,0.01481708,0.0009317734],"study_design_scores_gemma":[0.009595146,0.001357671,0.001590008,0.001411176,0.0004743763,0.00002760902,0.3934529,0.01129857,0.0001146099,0.1786793,0.4012601,0.000738591],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.900209,0.05012375,0.000003393603,0.01658646,0.0008223606,0.000845736,0.00001601606,0.00003036632,0.03136294],"genre_scores_gemma":[0.9938934,0.001439736,0.000004581174,0.0006922013,0.00004709368,0.00003507222,2.326127e-7,0.000003406701,0.003884237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.386443,"threshold_uncertainty_score":0.9783778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07551257442629275,"score_gpt":0.2842720723880978,"score_spread":0.208759497961805,"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."}}