{"id":"W4384572830","doi":"10.52056/9791254693872/03","title":"Oltre il Novecento? Scuola, storia e cittadinanza oggi","year":2023,"lang":"it","type":"article","venue":"Novecento org","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","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":[0.001239671,0.0004667533,0.0005889533,0.0002042067,0.002586672,0.0002662967,0.0007964889,0.0004310124,0.003087073],"category_scores_gemma":[0.0009235309,0.0004792955,0.0003365811,0.003226194,0.0006501751,0.000400898,0.000338617,0.0004923688,0.01079493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008975961,"about_ca_system_score_gemma":0.0008853911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007130444,"about_ca_topic_score_gemma":0.003295528,"domain_scores_codex":[0.9952324,0.00028147,0.000597684,0.0008134102,0.001629914,0.001445129],"domain_scores_gemma":[0.9978148,0.0004405552,0.0002925686,0.0003878489,0.0005777107,0.0004864871],"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":[0.00004442089,0.0007556272,0.1588038,0.0001008789,0.0004146882,0.0000293617,0.1407945,0.000009255827,0.0003761251,0.1269476,0.5639327,0.007791074],"study_design_scores_gemma":[0.0004925526,0.0000688129,0.1273541,0.00008494828,0.00008458206,4.816615e-7,0.03240757,0.000008016799,0.00004251735,0.002736178,0.836198,0.0005222721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6474125,0.002981181,0.000009251495,0.06702621,0.03041789,0.001122905,0.0003951892,0.0008136812,0.2498211],"genre_scores_gemma":[0.8084227,0.007154625,0.0000374305,0.001097317,0.008087844,0.00007011039,0.0001003669,0.00007521144,0.1749544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2722654,"threshold_uncertainty_score":0.9997659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07841203747810788,"score_gpt":0.3646355337830054,"score_spread":0.2862234963048975,"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."}}