{"id":"W1917973395","doi":"","title":"Exploring Student Persistence in STEM Programs: A Motivational Model","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vanier College; McGill University; Montreal Children's Hospital","funders":"","keywords":"Deci-; Persistence (discontinuity); Attrition; Autonomy; Psychology; Structural equation modeling; Mathematics education; Academic achievement; Self-efficacy; Social psychology; Pedagogy; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002084207,0.000550788,0.0004041471,0.001753932,0.0009132901,0.002724944,0.001028353,0.0008569248,0.003247852],"category_scores_gemma":[0.003639673,0.0002882894,0.001569959,0.00081083,0.0007825009,0.001139196,0.002021175,0.001274728,0.0002652417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218548,"about_ca_system_score_gemma":0.00248775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008818092,"about_ca_topic_score_gemma":0.008522699,"domain_scores_codex":[0.9993033,0.0002999461,0.00002848989,0.000117742,0.0000861486,0.0001644125],"domain_scores_gemma":[0.9984719,0.0007762795,0.0002401021,0.00007507505,0.0001393879,0.0002972415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325609,0.001628516,0.9488281,0.00005709286,0.000212624,0.0001097364,0.004556709,0.004785839,0.0006187578,0.01167119,0.0003674554,0.02703139],"study_design_scores_gemma":[0.0001159219,0.001550317,0.7853587,0.0002556732,0.0004946975,0.0003074626,0.01275392,0.1721467,0.0006128538,0.02236226,0.003963779,0.00007775425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927064,0.00006850969,0.003851161,0.0005894609,0.000008480201,0.00008148034,0.00008924345,0.00001507903,0.002590263],"genre_scores_gemma":[0.9979295,0.00004640634,0.001345929,0.00003185287,0.000003894741,0.00006979077,0.00007620759,0.000002430797,0.0004939394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008818092,"threshold_uncertainty_score":0.01753354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3056386193955417,"score_gpt":0.3349583130862857,"score_spread":0.029319693690744,"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."}}