{"id":"W7015447017","doi":"","title":"STUDENT VOICE. Prospettive internazionali e pratiche emergenti in Italia","year":2013,"lang":"it","type":"other","venue":"Research Padua  Archive (University of Padua)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Initial training","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005329164,0.001472512,0.002365516,0.006703999,0.0007771562,0.0002314268,0.005482145,0.0008768681,0.0398386],"category_scores_gemma":[0.001001374,0.001818635,0.001011481,0.003419957,0.005175511,0.0009237744,0.006581081,0.00520786,0.08014122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002088636,"about_ca_system_score_gemma":0.001704331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01646556,"about_ca_topic_score_gemma":0.02588364,"domain_scores_codex":[0.9783648,0.007349481,0.001132081,0.00304545,0.006687156,0.003420995],"domain_scores_gemma":[0.9910232,0.001762092,0.001471593,0.002460258,0.001849177,0.001433664],"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":[0.001630481,0.006867525,0.06039377,0.002442942,0.004499615,0.002552646,0.03740457,0.00006220267,0.05087321,0.01049339,0.8209913,0.001788323],"study_design_scores_gemma":[0.01052,0.003124933,0.3455066,0.01032035,0.0005386232,0.00003491441,0.07990793,0.00999154,0.0002715265,0.005684213,0.5306061,0.003493263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1058709,0.002260664,0.008982056,0.004717341,0.001420593,0.02364065,0.01081384,0.0004232393,0.8418707],"genre_scores_gemma":[0.04280264,0.003335805,0.01224313,0.00003195066,0.0005586728,0.00006170072,0.001264786,0.001296325,0.938405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2903852,"threshold_uncertainty_score":0.9998987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06205562133287684,"score_gpt":0.3487952845938735,"score_spread":0.2867396632609967,"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."}}