{"id":"W6981763851","doi":"","title":"EXPLORING TEACHER RECRUITMENT AND RETENTION POLICIES, PRACTICES, AND PERSPECTIVES IN SASKATCHEWAN AND WEST VIRGINIA A DESCRIPTIVE STUDY","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; West virginia; Descriptive statistics; Descriptive research; Autonomy; Qualitative research; Qualitative property; Statistical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759789,0.000175764,0.0002458397,0.002190798,0.005123335,0.003467018,0.001046821,0.0003899487,0.002387197],"category_scores_gemma":[0.003997496,0.0003950834,0.0001493875,0.0045285,0.00175593,0.001195427,0.002375226,0.0007542655,0.0002673801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01773127,"about_ca_system_score_gemma":0.02579005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7248232,"about_ca_topic_score_gemma":0.8764226,"domain_scores_codex":[0.9981431,0.0006120049,0.0001568793,0.0001941827,0.0003084523,0.0005854948],"domain_scores_gemma":[0.9950212,0.001661805,0.000877959,0.0001800565,0.001286254,0.0009726664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109681,0.0003231192,0.5770541,0.0002674728,0.00003713605,0.00163142,0.3609556,0.0004090698,0.003661083,0.003550652,0.004233245,0.04776752],"study_design_scores_gemma":[0.000006169845,0.00007673911,0.3170156,0.0002419659,0.00001094244,0.0002280658,0.6563663,0.0002411963,0.000451452,0.0001680035,0.02515665,0.00003691205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936505,0.0002399428,0.0001851537,0.0005991872,0.00000757781,0.00007208657,0.0003155945,0.000007444308,0.004922542],"genre_scores_gemma":[0.9924671,0.00083669,0.0004695324,0.0004754473,0.000004491248,0.0002123558,0.0003894689,0.000007717551,0.005137028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2751768,"threshold_uncertainty_score":0.5535948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209676664361354,"score_gpt":0.279356277982656,"score_spread":0.1583886115465206,"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."}}