{"id":"W2299609816","doi":"","title":"Experience and Evaluation in Using Tablet PCs at Acadia University","year":2006,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Geology","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":[0.0002521824,0.0001348145,0.0001448474,0.0008172176,0.0001530093,0.00004329892,0.0003510687,0.0001297785,0.0001259322],"category_scores_gemma":[0.0002303178,0.0001499434,0.000009665828,0.001040667,0.0003059591,0.0002865614,0.0001589061,0.0002603734,0.00001390399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832846,"about_ca_system_score_gemma":0.0004858989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001339355,"about_ca_topic_score_gemma":0.0005854341,"domain_scores_codex":[0.9987212,0.00008748502,0.0001763384,0.0004885694,0.0002753504,0.000251075],"domain_scores_gemma":[0.999054,0.0003040183,0.0001143349,0.0002860013,0.0001691284,0.00007258926],"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":[0.000005741407,0.0001608117,0.1646556,0.000009183301,0.00000359808,0.000003704904,0.001491403,0.00006714902,0.001511927,0.8241121,0.0005091515,0.007469722],"study_design_scores_gemma":[0.0005821516,0.0000439243,0.3314029,0.00009205854,0.00001157667,0.00003823774,0.000202214,0.03531966,0.001111957,0.6298277,0.001039354,0.0003282832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938294,0.0002378576,0.0005308947,0.1026752,0.0009084945,0.000261866,0.00000218723,0.00007014517,0.001483965],"genre_scores_gemma":[0.9947311,0.00005363832,0.004484624,0.00007051034,0.0001211026,0.00003942482,0.00001842747,0.000005393876,0.0004757479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942844,"threshold_uncertainty_score":0.6114513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410233839883121,"score_gpt":0.2784555791325967,"score_spread":0.2443532407337655,"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."}}