{"id":"W4297392606","doi":"10.5539/jel.v11n6p76","title":"Won’t Stop, Can’t Stop: Alternative Route to Licensure Special Education Teachers’ Persistence in their Careers","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Licensure; Psychology; Conceptualization; Persistence (discontinuity); Alternative teacher certification; Attrition; Focus group; Certification; Medical education; Special education; Teacher education; Pedagogy; Odds; Social cognitive theory; Social psychology; Sociology; Medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.003185258,0.00009778979,0.0002097071,0.0007069532,0.0021338,0.002506517,0.0007578037,0.0005462429,0.002812963],"category_scores_gemma":[0.01512635,0.000187709,0.0003167451,0.0005097973,0.001006118,0.001791389,0.002348599,0.001400668,0.0003036735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318411,"about_ca_system_score_gemma":0.003367832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448848,"about_ca_topic_score_gemma":0.04405372,"domain_scores_codex":[0.9980239,0.0006318625,0.000169491,0.0001485657,0.0004934974,0.0005326987],"domain_scores_gemma":[0.9907251,0.002267423,0.003034803,0.0004339835,0.001178486,0.002360223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000917896,0.0003813306,0.8434471,0.00007837057,0.00003100318,0.0003684062,0.08827569,0.00006690317,0.0005858866,0.0007142581,0.001787099,0.0641721],"study_design_scores_gemma":[0.00001174608,0.0003165736,0.6453464,0.0001715189,0.00002551536,0.0005456324,0.3448612,0.0002810009,0.0004475996,0.000468951,0.007493698,0.00003008762],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981582,0.00009022629,0.0001181028,0.0005781205,0.00001100697,0.000005280295,0.00001477749,0.000004060015,0.001020211],"genre_scores_gemma":[0.9990594,0.00007172679,0.0001187248,0.00008715213,0.000003480165,0.000007886701,0.00002465258,0.000003003405,0.000624062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448848,"threshold_uncertainty_score":0.0288083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579365934302897,"score_gpt":0.3248430434548822,"score_spread":0.2990493841118533,"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."}}