{"id":"W7048017408","doi":"","title":"Investigating Why Alternatively Prepared Special Educators Frequently Depart the Classroom","year":2022,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alternative teacher certification; Special education; Certification; Workforce; Teacher education; Qualitative research; Quarter (Canadian coin); Hierarchy; Special Interest Group; Multimethodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002971109,0.0001894286,0.0001815839,0.00023032,0.001489717,0.00009880334,0.0009643987,0.0000548836,0.001774597],"category_scores_gemma":[0.00003209041,0.0001891154,0.0001424819,0.0009231477,0.0001814576,0.0004181156,0.0005971913,0.001208078,0.00004806152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883162,"about_ca_system_score_gemma":0.0001945056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009807455,"about_ca_topic_score_gemma":0.00008864038,"domain_scores_codex":[0.998468,0.0003125407,0.0001642429,0.0004143414,0.0002659658,0.0003749557],"domain_scores_gemma":[0.9991388,0.0001158018,0.0001483891,0.0004263932,0.00006465577,0.0001059341],"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":[0.00001631277,0.0002600644,0.7573723,0.000006700921,0.0005248476,0.0000522483,0.004494233,0.0006416681,0.001266926,0.2053809,0.01967133,0.0103125],"study_design_scores_gemma":[0.001246378,0.0001163326,0.002410206,0.00003114956,0.0001642827,0.0000197317,0.1965177,0.0001383563,0.001649695,0.0154769,0.781579,0.0006503125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690131,0.00004057953,0.0001838441,0.001368966,0.0008082687,0.0002090177,0.00003328708,0.0001350905,0.02820785],"genre_scores_gemma":[0.9957743,0.000001607314,0.0003541453,0.0002716971,0.0009474592,0.000007734458,0.00003313013,0.00002345478,0.002586431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7619076,"threshold_uncertainty_score":0.9998102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571129125298075,"score_gpt":0.2243820009135799,"score_spread":0.2086707096605991,"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."}}