{"id":"W2920894688","doi":"10.5539/hes.v9n2p72","title":"An Investigation of Academic Self-Efficacy Perceptions of Primary Mathematics Teacher Candidates","year":2019,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Mathematics education; Self-efficacy; Scale (ratio); Psychology; Academic achievement; Academic year; Perception; Significant difference; Test (biology); Data collection; Sample (material); Mathematics; Statistics; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004823705,0.0000770044,0.0001751573,0.0001041265,0.000133161,0.000006023931,0.0001248601,0.00008535619,0.0002662614],"category_scores_gemma":[0.00002885188,0.00006786607,0.00002724077,0.0002509787,0.0001410294,0.000305456,0.00002449079,0.0001022716,0.00003170808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453084,"about_ca_system_score_gemma":0.0005079604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009684492,"about_ca_topic_score_gemma":0.00001176793,"domain_scores_codex":[0.9990434,0.000144832,0.0002937784,0.000127611,0.0002884002,0.0001020008],"domain_scores_gemma":[0.9991149,0.0001334477,0.0002462944,0.0001202351,0.0003415016,0.00004361245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004891064,0.0004327804,0.7920521,0.0001488164,0.00006180674,8.305447e-9,0.1697358,0.000001660221,0.006674611,0.02478526,0.00517643,0.0009257533],"study_design_scores_gemma":[0.0001185863,0.00001726279,0.9513829,0.0001129716,0.00002732071,4.563552e-8,0.0422562,0.000001027686,0.0002438218,0.002405273,0.003354013,0.00008058405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933934,0.0004326256,0.000004472708,0.001108665,0.0006120364,0.0002736183,0.000001416296,0.00004873814,0.004125002],"genre_scores_gemma":[0.9830143,0.0002691332,0.003209273,0.00009242091,0.0001372996,0.00003037909,0.00003013141,0.000007837893,0.01320915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1593307,"threshold_uncertainty_score":0.2915376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06276964655261953,"score_gpt":0.3938491049788536,"score_spread":0.331079458426234,"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."}}