{"id":"W2891356659","doi":"10.5430/wje.v8n5p24","title":"Analysis of the Views of Preschool Teachers on Their Professional Work","year":2018,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seniority; Psychology; Professional development; Test (biology); Work (physics); Vocational education; Mathematics education; Pedagogy; Medical education; Medicine; Engineering","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":[0.001475292,0.0001548254,0.0002176999,0.001126032,0.0006476658,0.0008149403,0.0001967482,0.0002185288,0.001536271],"category_scores_gemma":[0.004492432,0.0001581258,0.0002346297,0.0005156915,0.000464173,0.0004404866,0.0006927493,0.0004483573,0.0001595672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007115334,"about_ca_system_score_gemma":0.0006760242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005864738,"about_ca_topic_score_gemma":0.00902528,"domain_scores_codex":[0.999126,0.0002925567,0.00006689301,0.00005717102,0.0002635269,0.0001937977],"domain_scores_gemma":[0.9962136,0.001430458,0.0009721422,0.0001390854,0.0006457322,0.0005989532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002504514,0.0002031676,0.7651467,0.0001776059,0.0000321396,0.0006467889,0.1937535,0.00005490035,0.004374448,0.0002262378,0.0005629871,0.03457104],"study_design_scores_gemma":[0.00000533281,0.0001821031,0.7745802,0.00006411679,0.00001297049,0.0003775698,0.2215594,0.00007054878,0.0006371494,0.00005946227,0.002439507,0.00001171233],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999036,0.0000947213,0.0000522494,0.00003219066,0.000001538782,0.00000429701,0.00002157647,0.000001020989,0.0007565209],"genre_scores_gemma":[0.9992267,0.0001482384,0.00005967012,0.00001258182,0.000002847476,0.000007484727,0.00004317634,9.145288e-7,0.0004984185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005864738,"threshold_uncertainty_score":0.01166123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04568357484634089,"score_gpt":0.3729741184626554,"score_spread":0.3272905436163145,"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."}}