{"id":"W4410511057","doi":"10.2422/2464-9201.202202_08","title":"Conversazione con Gino","year":2023,"lang":"en","type":"article","venue":"ANNALI SCUOLA NORMALE SUPERIORE - CLASSE DI LETTERE E FILOSOFIA","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006802768,0.000271276,0.0003564752,0.0001551101,0.00203211,0.000202438,0.0004656205,0.0002172148,0.001487107],"category_scores_gemma":[0.0003238558,0.0002726275,0.0002381125,0.001018119,0.0008199935,0.0006092027,0.0001406735,0.0003257537,0.002349588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341281,"about_ca_system_score_gemma":0.0003057657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743932,"about_ca_topic_score_gemma":0.001667568,"domain_scores_codex":[0.99722,0.0003001773,0.00036733,0.000442289,0.000784428,0.0008858136],"domain_scores_gemma":[0.9987602,0.0003299102,0.00009640967,0.0002592146,0.000283852,0.0002704787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004354526,0.0001613786,0.3534641,0.00007297186,0.0002369745,0.0001363353,0.0836016,0.000008213661,0.001430214,0.04715567,0.5116783,0.002010744],"study_design_scores_gemma":[0.0003514624,0.00005142696,0.2227592,0.00004247058,0.0000343019,0.000002678997,0.02047933,0.00001546364,0.0001253048,0.001287662,0.7543626,0.0004881376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8827163,0.0002311117,0.000008198807,0.09017042,0.001374975,0.0003083919,0.0000898748,0.0004495714,0.02465117],"genre_scores_gemma":[0.9779946,0.0005368158,0.00004627859,0.006273377,0.002291286,0.00009072437,0.0001807373,0.00003563204,0.0125505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2426843,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297130362415819,"score_gpt":0.3399997436603708,"score_spread":0.2870284400362126,"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."}}