{"id":"W2060106105","doi":"10.1007/s10212-012-0129-2","title":"A multidimensional model of school dropout from an 8-year longitudinal study in a general high school population","year":2012,"lang":"en","type":"article","venue":"European Journal of Psychology of Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières; Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Dropout (neural networks); School dropout; Psychology; Educational psychology; Structural equation modeling; Academic achievement; Longitudinal study; Developmental psychology; Population; Clinical psychology; Demography; Medicine; Statistics; Sociology","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":[0.006629095,0.001117655,0.001250436,0.002278425,0.002639322,0.003343274,0.002484002,0.001984902,0.00312405],"category_scores_gemma":[0.008269341,0.001164102,0.003895455,0.002047953,0.001121162,0.001963635,0.003213285,0.002195329,0.0004437812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849283,"about_ca_system_score_gemma":0.00261301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05352991,"about_ca_topic_score_gemma":0.0437858,"domain_scores_codex":[0.9978897,0.00105371,0.000147166,0.0003550129,0.0001451529,0.0004092631],"domain_scores_gemma":[0.9960264,0.001239412,0.0007801916,0.0005635776,0.0004879594,0.000902384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003045129,0.0004150653,0.9940144,0.000008988399,0.0003254607,0.0001844573,0.001383044,0.0008576182,0.0001828687,0.0004064823,0.0001620216,0.001754987],"study_design_scores_gemma":[0.00005566404,0.000411762,0.9770427,0.00003814495,0.0003909091,0.0003261617,0.004472476,0.01535639,0.000062362,0.001565036,0.000227177,0.00005129753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988232,0.00007100597,0.0005110583,0.0001875422,0.000007241262,0.00002909794,0.0002163913,0.000006321714,0.0001481345],"genre_scores_gemma":[0.9983206,0.0000628028,0.0004358293,0.00002620728,0.00000457086,0.00006418148,0.000769923,0.000005309824,0.0003104631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05352991,"threshold_uncertainty_score":0.1064367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07302494423953229,"score_gpt":0.4056015807749403,"score_spread":0.332576636535408,"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."}}