{"id":"W2624706063","doi":"","title":"A Study of the Italian Academic Credit System for Bachelor Program Under the Bologna Process","year":2017,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bologna Process; Bachelor; Process (computing); Political science; Higher education; Academic year; Mathematics education; Computer science; Law; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004767159,0.0001848094,0.0003307526,0.002966336,0.002301369,0.006788237,0.001027089,0.001291204,0.01367772],"category_scores_gemma":[0.0162491,0.0001653378,0.0004075362,0.004850883,0.002954916,0.002610167,0.002811701,0.001787582,0.001332695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01239676,"about_ca_system_score_gemma":0.006979784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05546892,"about_ca_topic_score_gemma":0.03894404,"domain_scores_codex":[0.9956831,0.001297243,0.0001662905,0.0004275913,0.000936655,0.001489164],"domain_scores_gemma":[0.9922798,0.002547267,0.002024481,0.0004717566,0.001074597,0.001602034],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007722996,0.001383166,0.4765094,0.0002898302,0.00007868134,0.001162831,0.04935461,0.001713432,0.000815541,0.3603007,0.02427562,0.08334398],"study_design_scores_gemma":[0.00009225844,0.0002699252,0.9105214,0.0001871087,0.00004546161,0.0001785356,0.01834061,0.001655983,0.0002455038,0.007148634,0.06127989,0.00003471931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8023269,0.001024496,0.0006305513,0.006155555,0.00006247657,0.0001994402,0.0005358185,0.00004510407,0.1890197],"genre_scores_gemma":[0.9911882,0.0002272386,0.0001384521,0.000229557,0.00006320643,0.00006080109,0.0001578184,0.00001619947,0.007918557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9952328,"threshold_uncertainty_score":0.1102921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0899093902714059,"score_gpt":0.4807186491269249,"score_spread":0.390809258855519,"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."}}