{"id":"W2970101135","doi":"10.5430/jct.v8n3p160","title":"School and District Leaders Talk about Teacher Attrition","year":2019,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Point (geometry); Dimension (graph theory); Psychology; Qualitative research; School district; Pedagogy; Mathematics education; Medical education; Sociology; Medicine; Social science; Mathematics","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":[0.006655413,0.0002089253,0.0004400939,0.0009809382,0.008632793,0.003153204,0.0006248638,0.001590963,0.002870298],"category_scores_gemma":[0.01579642,0.000270283,0.0003637626,0.0006311396,0.002966224,0.002426286,0.004540431,0.003776025,0.0004467142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003477118,"about_ca_system_score_gemma":0.003443192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004550244,"about_ca_topic_score_gemma":0.007053541,"domain_scores_codex":[0.992819,0.00429454,0.0002411323,0.0002417037,0.001069772,0.001333838],"domain_scores_gemma":[0.9871702,0.005845002,0.002783618,0.0003891664,0.00192064,0.001891371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001031268,0.0001582953,0.1229473,0.0002708742,0.00003055987,0.0008707596,0.8245402,0.0001662002,0.0007712891,0.004454381,0.01163982,0.03404709],"study_design_scores_gemma":[0.0000204338,0.0002261743,0.05596535,0.0002818798,0.00004424165,0.000558191,0.8747918,0.0002317802,0.0005897879,0.001334546,0.06590302,0.00005275334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564196,0.001574752,0.001260356,0.02731253,0.000240221,0.00004044277,0.00004700911,0.00004406901,0.01306103],"genre_scores_gemma":[0.9951166,0.0004606636,0.0001479837,0.001321066,0.00005709276,0.00001914333,0.00001593543,0.000007680586,0.002853775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008632793,"threshold_uncertainty_score":0.03519762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991106032705659,"score_gpt":0.3114113689200079,"score_spread":0.2915003085929513,"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."}}