{"id":"W2569499570","doi":"10.5539/jel.v6n2p111","title":"Structural Model Development: Branches, Attitudes and Self-Effıcacy of Pedagogical Formation Program Pre-Service Teachers","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conformity; Psychology; Graduation (instrument); Structural equation modeling; Mathematics education; Scale (ratio); Test (biology); Self-efficacy; Certificate; Pedagogy; Social psychology; Mathematics; Statistics","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":[0.0050503,0.0009751809,0.0007616011,0.001310248,0.0008914283,0.002240199,0.001581756,0.001123586,0.0106438],"category_scores_gemma":[0.01317188,0.0005511711,0.002276308,0.001269791,0.0008335194,0.001456709,0.00163968,0.0019988,0.0007679573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305987,"about_ca_system_score_gemma":0.006428388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01265419,"about_ca_topic_score_gemma":0.01066743,"domain_scores_codex":[0.9963069,0.002278235,0.0001794726,0.0005813975,0.0004013734,0.0002527267],"domain_scores_gemma":[0.9926132,0.005151613,0.0006183076,0.0004377409,0.000894564,0.000284642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008597527,0.002974854,0.7453235,0.001001412,0.002420284,0.000825646,0.014994,0.04576197,0.00177269,0.08315227,0.00465362,0.09626012],"study_design_scores_gemma":[0.000469647,0.002297208,0.3553895,0.001032998,0.002615635,0.0006797487,0.01422689,0.539659,0.00222486,0.06620735,0.01502608,0.000170988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855372,0.0006141964,0.094919,0.002380884,0.0001981285,0.001340558,0.001115185,0.0002915192,0.01360329],"genre_scores_gemma":[0.9742734,0.0002892176,0.02083642,0.00008868067,0.00002867996,0.001076579,0.0008189682,0.00002196265,0.002566221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265419,"threshold_uncertainty_score":0.0356071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09814243727033521,"score_gpt":0.4297636085222921,"score_spread":0.3316211712519569,"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."}}