{"id":"W2000836984","doi":"10.7202/030479ar","title":"Continuity and Change in Italian Education, 1859 to 1923","year":2006,"lang":"fr","type":"article","venue":"Historical Papers","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.000224459,0.0001153052,0.0001948858,0.00005303684,0.0004217766,0.00002579755,0.00009512866,0.0001139773,0.0002159404],"category_scores_gemma":[0.0001356569,0.000128353,0.00004947435,0.0005355156,0.0002463045,0.0001125461,0.00003090819,0.0001076414,0.00009503863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555602,"about_ca_system_score_gemma":0.0002268446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2924342,"about_ca_topic_score_gemma":0.1617651,"domain_scores_codex":[0.9988903,0.000114821,0.0002014848,0.0002501963,0.0002394961,0.0003037367],"domain_scores_gemma":[0.9995301,0.0001044487,0.00004999415,0.00006155225,0.00007659514,0.0001772612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008668796,0.000660129,0.2137404,0.00003516968,0.00000969422,0.00000266382,0.1203894,4.743137e-7,0.00002261559,0.4067013,0.1830712,0.07535818],"study_design_scores_gemma":[0.00004444863,0.00001550494,0.3771283,0.00001903175,0.000006955667,1.78418e-7,0.002322552,9.099915e-8,2.022906e-7,0.00296819,0.6173916,0.0001029575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2652334,0.05157936,0.000001038705,0.2114058,0.009614571,0.000495016,0.00001133181,0.00003486423,0.4616247],"genre_scores_gemma":[0.8037573,0.0005639914,0.0001314416,0.001902468,0.002746843,0.00009313908,0.000003591209,0.00000768485,0.1907936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5385239,"threshold_uncertainty_score":0.8535305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981241234154982,"score_gpt":0.3051578812553297,"score_spread":0.2753454689137799,"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."}}