{"id":"W1568989472","doi":"10.21432/t2401m","title":"Faculty Use of Tablet Computers at the University of Ontario Institute of Technology","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Psychology; Pedagogy; Library science; Philosophy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599076,0.00008315378,0.0002333365,0.0006498611,0.00007108969,0.000002884689,0.0001837856,0.0001687785,0.00002120515],"category_scores_gemma":[0.00006942203,0.00008047084,0.00003608398,0.0003710934,0.0004447836,0.00006624434,0.00003675063,0.0005354819,6.115872e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808678,"about_ca_system_score_gemma":0.0001637061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005717932,"about_ca_topic_score_gemma":0.05364981,"domain_scores_codex":[0.9994591,0.000006392352,0.0002260243,0.00006191499,0.00006068245,0.0001858401],"domain_scores_gemma":[0.9995522,0.0000300963,0.0001534649,0.0001002656,0.00008881692,0.00007516988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002587231,0.00001286238,0.6600917,0.00009439319,0.0003192112,0.0002371184,0.003096457,0.2639851,0.04907118,0.001888957,0.0004386504,0.02073849],"study_design_scores_gemma":[0.001012088,0.0005500044,0.01751646,0.0004438414,0.00007514911,0.0008185241,0.004078104,0.002216928,0.06850997,0.00006420557,0.9044292,0.0002855186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954057,0.0006573756,0.003405702,0.0001123404,0.0001575054,0.0000328836,0.000003374567,0.00002827313,0.0001968627],"genre_scores_gemma":[0.993774,0.00002218738,0.005998399,0.000001127062,0.000005332448,4.927685e-8,0.000001626783,0.000009820767,0.0001874469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9039906,"threshold_uncertainty_score":0.9636186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008034125076527792,"score_gpt":0.1814231975661701,"score_spread":0.1733890724896424,"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."}}