{"id":"W4245011875","doi":"10.4018/978-1-5225-5201-7.ch057","title":"An Integral Analysis of Teachers' Attitudes and Perspectives on the Integration of Technology in Teaching","year":2018,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Technology integration; Mathematics education; Conceptual framework; Sociology; Pedagogy; Psychology; Engineering ethics; Teaching method; Engineering; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006307859,0.0001612781,0.000347502,0.0006792196,0.0001384542,0.00002484333,0.0003334701,0.0005346296,0.00007961001],"category_scores_gemma":[0.0003703548,0.0001191903,0.0001040556,0.0001484898,0.001362078,0.00005074204,0.00002749521,0.0004685785,0.000002470059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621969,"about_ca_system_score_gemma":0.0001522347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151503,"about_ca_topic_score_gemma":0.02715075,"domain_scores_codex":[0.998978,0.0001044666,0.000299663,0.0002835972,0.0002087519,0.0001255854],"domain_scores_gemma":[0.9990761,0.00008466383,0.0003022816,0.0003204564,0.0001884127,0.000028088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009909435,0.00003776744,0.002881211,0.000002044244,0.0001727807,3.098583e-7,0.02687118,3.276605e-7,0.0001202222,0.9613689,0.00004965938,0.008485748],"study_design_scores_gemma":[0.0001582321,0.0004553223,0.005435803,0.0003352936,0.0004610941,0.000001052362,0.2094172,0.00005025772,0.0003951819,0.7816591,0.001340814,0.0002907127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3414995,0.0001287439,0.00008762193,0.001305095,0.00006834706,0.0002420468,0.00002234603,0.00006149209,0.6565848],"genre_scores_gemma":[0.996058,0.00001680247,0.0003595455,0.0000375238,0.00003759646,0.000009935127,0.000003360866,0.000006594833,0.00347059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6545585,"threshold_uncertainty_score":0.9906012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177093312790989,"score_gpt":0.3461006972942824,"score_spread":0.3143297641663725,"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."}}