{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800165,0.0002004587,0.0001998804,0.001374083,0.001471585,0.002465138,0.0004153358,0.0006193199,0.008795843],"category_scores_gemma":[0.008692924,0.0001101426,0.0002867119,0.0009338431,0.001242334,0.0005623239,0.001833632,0.00114454,0.0007273206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768638,"about_ca_system_score_gemma":0.001413175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042158,"about_ca_topic_score_gemma":0.01365024,"domain_scores_codex":[0.9988059,0.0003952754,0.0000477291,0.00007509121,0.0002630509,0.0004130159],"domain_scores_gemma":[0.9942719,0.0009057036,0.00163247,0.0001360912,0.0005707752,0.002483075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001539404,0.00103184,0.9336464,0.00008848364,0.00003341149,0.000250195,0.01562971,0.0001916141,0.0007689429,0.01056413,0.004359107,0.03328236],"study_design_scores_gemma":[0.000009306235,0.0000998055,0.9842559,0.00004528735,0.00000916006,0.00005038874,0.006769234,0.0002653649,0.00009770814,0.0009397792,0.007443346,0.00001477872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660584,0.0001997979,0.0001856096,0.002714881,0.00003945692,0.00006334187,0.00009020494,0.00001379046,0.03063445],"genre_scores_gemma":[0.9973858,0.00009374218,0.00007133767,0.0001208539,0.00003854373,0.00001658055,0.00004646863,0.000003151296,0.002223534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042158,"threshold_uncertainty_score":0.02942497,"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."}}