{"id":"W1540841519","doi":"","title":"Pre-Service Teachers' Self-Efficacy for Classroom Technology Integration","year":2005,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Self-efficacy; Self-service; Service (business); Technology integration; Pedagogy; Psychology; Mathematics education; Educational technology; Computer science; Business; Social psychology; Marketing; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00312376,0.0002949518,0.0004700724,0.001035608,0.001284194,0.001888251,0.0004745848,0.0007218035,0.003446484],"category_scores_gemma":[0.01043762,0.0004693625,0.0006712753,0.0003399897,0.0009500355,0.0008094488,0.001335867,0.002184617,0.000784427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007534203,"about_ca_system_score_gemma":0.001508304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003060512,"about_ca_topic_score_gemma":0.005978876,"domain_scores_codex":[0.9986504,0.0003134002,0.0001012577,0.0001327759,0.0004521699,0.0003500714],"domain_scores_gemma":[0.9900975,0.004155052,0.001579919,0.0005964785,0.001427935,0.002143146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009867157,0.0151191,0.8635702,0.0002443341,0.0001188495,0.0004077905,0.0558047,0.0003321467,0.009298798,0.0007922682,0.001474452,0.05185062],"study_design_scores_gemma":[0.00007820821,0.00137472,0.9791862,0.00006084602,0.00005706173,0.0001577665,0.01544186,0.0003980023,0.001820153,0.0001942642,0.001204429,0.00002654217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981269,0.00002644798,0.00004432013,0.00004798107,0.000008918777,0.0000233885,0.00001081533,0.00000634634,0.001704957],"genre_scores_gemma":[0.998316,0.00004231273,0.0001330288,0.00001988904,0.000003477642,0.00004432206,0.00002796242,0.000003737269,0.001409241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003446484,"threshold_uncertainty_score":0.0165202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999324887493453,"score_gpt":0.3241191683812217,"score_spread":0.3041259195062872,"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."}}