{"id":"W7028110831","doi":"","title":"Educare la voce: laboratorio","year":2004,"lang":"it","type":"other","venue":"Institutional Research Information System University of Ferrara (University of Ferrara)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Field (mathematics); Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004106764,0.001016604,0.0019278,0.007152787,0.002737764,0.0002068395,0.004039815,0.002208095,0.006087336],"category_scores_gemma":[0.0005106392,0.001482833,0.0008940951,0.00553452,0.006877554,0.006815101,0.001524603,0.002497525,0.0175322],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008447425,"about_ca_system_score_gemma":0.02084077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113171,"about_ca_topic_score_gemma":0.0009425767,"domain_scores_codex":[0.9881135,0.001816703,0.001092416,0.001027477,0.006485196,0.00146468],"domain_scores_gemma":[0.985889,0.0004269392,0.002541008,0.001722528,0.008314789,0.001105791],"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":[0.007258399,0.00146953,0.001623309,0.02131825,0.00385885,0.001361134,0.04499807,0.010294,0.0004289548,0.6249131,0.2789246,0.003551871],"study_design_scores_gemma":[0.007305894,0.0004114452,0.008779488,0.008248148,0.0003221563,0.0001615437,0.1380535,0.0008235548,0.00004866787,0.00008406164,0.8345534,0.001208165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02254592,0.0004427487,0.006136038,0.0006370979,0.001051807,0.003229858,0.0106033,0.0004442095,0.954909],"genre_scores_gemma":[0.9089237,0.0005359006,0.002637635,0.0000179156,0.0002385181,9.105527e-7,0.002033863,0.0001703356,0.08544122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8863778,"threshold_uncertainty_score":0.9998038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05222869155278795,"score_gpt":0.2811567211171629,"score_spread":0.2289280295643749,"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."}}