{"id":"W2541598686","doi":"","title":"Inspiring Instructors to Incorporate IPads Into Instruction","year":2014,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Portage College","funders":"","keywords":"Computer science; Multimedia; Mathematics education; Human–computer interaction; Psychology","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":[0.0008110781,0.0001948536,0.0001720723,0.0007498757,0.0007608706,0.0002391792,0.0007629373,0.0005146892,0.0002512162],"category_scores_gemma":[0.001292923,0.0002208279,0.000151785,0.000951835,0.0004049727,0.001673372,0.00008228346,0.0003759861,0.0001807356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006996707,"about_ca_system_score_gemma":0.001036022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004426695,"about_ca_topic_score_gemma":0.0003287711,"domain_scores_codex":[0.99844,0.00004738217,0.0005690433,0.0002772317,0.000373177,0.0002931815],"domain_scores_gemma":[0.9973888,0.00004838991,0.0004286918,0.0003065714,0.001700032,0.0001274936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000896067,0.00006034514,0.008820599,0.00001172843,0.00002726573,4.494897e-9,0.01404949,0.00000760418,0.000217083,0.7413369,0.005842901,0.2296171],"study_design_scores_gemma":[0.0004788277,0.00008131634,0.002050879,0.00005034649,0.0000211452,0.000002758635,0.07690828,0.0008444702,0.001515966,0.1216534,0.7960585,0.0003340953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.705488,0.00001517276,0.1440327,0.08456649,0.005884479,0.001288076,0.00001604083,0.001308691,0.05740038],"genre_scores_gemma":[0.9560918,0.00003493275,0.03920012,0.001941887,0.0003731344,0.0007170317,0.0002276381,0.00001370449,0.001399745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7902156,"threshold_uncertainty_score":0.9005103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885476688581382,"score_gpt":0.3295649204578088,"score_spread":0.3107101535719949,"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."}}