{"id":"W1932642182","doi":"10.21083/ajote.v3i1.1974","title":"Determinants of Preschool Teachers' Attitudes towards Teaching","year":2013,"lang":"en","type":"article","venue":"African Journal of Teacher Education","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Simple random sample; Medical education; Nonprobability sampling; Psychology; Mathematics education; School teachers; Qualitative property; Pedagogy; Medicine; Political science; Computer 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":[0.0007187448,0.0001144839,0.0001513679,0.0006098185,0.0008296809,0.001065245,0.0002075175,0.0002897553,0.003046451],"category_scores_gemma":[0.00297909,0.0002007927,0.0001410026,0.0005014397,0.0005640063,0.000442084,0.000435718,0.000514634,0.0002394173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008531217,"about_ca_system_score_gemma":0.001319159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02082043,"about_ca_topic_score_gemma":0.03790294,"domain_scores_codex":[0.9995201,0.0001275801,0.00004079457,0.00004433093,0.0001316748,0.0001355986],"domain_scores_gemma":[0.9971411,0.0007373737,0.001151183,0.00006903536,0.0003002574,0.0006010187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003025635,0.000190489,0.9734122,0.00005646041,0.000008199214,0.0005115949,0.01811413,0.00003127848,0.0007759166,0.0001620928,0.0001470704,0.006560375],"study_design_scores_gemma":[0.000002552482,0.00009349436,0.9623737,0.0000472123,0.000007069298,0.0001918184,0.0361127,0.00004426591,0.0001437745,0.00004032598,0.0009378268,0.00000532897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989896,0.00008795116,0.00001898154,0.00006268626,0.000001491316,0.000004664802,0.000009486168,0.00000114251,0.0008238395],"genre_scores_gemma":[0.9995086,0.00009788104,0.00003045533,0.00001122449,0.000001204874,0.000003068107,0.000009901931,4.783976e-7,0.0003372087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082043,"threshold_uncertainty_score":0.04139853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659619880348552,"score_gpt":0.3583823525043696,"score_spread":0.331786153700884,"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."}}