{"id":"W4402738328","doi":"10.5406/23256672.98.3.11","title":"Motivational Factors in Italian Enrollments","year":2021,"lang":"en","type":"article","venue":"Italica","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001329613,0.00005543719,0.00008116128,0.00003332611,0.0001744488,0.00006442348,0.00007448973,0.00007241983,0.0007114643],"category_scores_gemma":[0.0002008093,0.00005930655,0.00004646326,0.0003169799,0.00005967313,0.0001995052,0.00001646808,0.00005054262,0.00005591719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125258,"about_ca_system_score_gemma":0.0001316124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698646,"about_ca_topic_score_gemma":0.006155417,"domain_scores_codex":[0.9992139,0.00008727823,0.0001209657,0.0001375055,0.0002548234,0.0001855556],"domain_scores_gemma":[0.9997339,0.00003887531,0.00002977524,0.00006914002,0.00006851395,0.00005985995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007148846,0.0003228307,0.4673541,0.000009067562,0.00003089533,0.00005344337,0.1202515,0.000009324884,0.002602402,0.3929338,0.01332987,0.003095572],"study_design_scores_gemma":[0.0003613091,0.0000183594,0.2976787,0.00002471868,0.000006544511,4.061785e-7,0.04485672,0.000005763149,0.003170584,0.009063032,0.6445561,0.0002577046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720118,0.0000696832,0.00001686972,0.001750306,0.0002495385,0.00007934361,0.00001070327,0.00002961905,0.1257821],"genre_scores_gemma":[0.985656,0.00001388688,0.00007981422,0.0001850057,0.0001527986,0.000006036203,0.0000508465,0.000005419476,0.01385022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6312262,"threshold_uncertainty_score":0.7790036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872719411769594,"score_gpt":0.3290773276762843,"score_spread":0.3003501335585884,"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."}}