{"id":"W2052582397","doi":"10.1016/j.sbspro.2015.01.463","title":"An Empirical Study of Critical Success Factors of Mobile Learning Platform from the Perspective of Instructors","year":2015,"lang":"en","type":"article","venue":"Procedia - Social and Behavioral Sciences","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Perspective (graphical); Computer science; Empirical research; Population; Knowledge management; Artificial intelligence; Sociology; Mathematics; Statistics","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":[0.0004708282,0.00009124458,0.0002002959,0.00005517089,0.0002522782,0.00006515859,0.0006507576,0.00005490238,0.000007358321],"category_scores_gemma":[0.0002010109,0.00005914398,0.00002973432,0.0005516998,0.0009369614,0.0006513902,0.0001406712,0.0001568496,2.014277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003209988,"about_ca_system_score_gemma":0.0002408423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004620242,"about_ca_topic_score_gemma":0.0002056736,"domain_scores_codex":[0.9986348,0.0001089983,0.0002433474,0.000288824,0.0005704652,0.0001535983],"domain_scores_gemma":[0.9991237,0.0001893361,0.0001876189,0.00009737233,0.0003232992,0.00007867415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004068146,0.0005382575,0.8262835,0.000003560882,0.000001993009,1.381478e-7,0.1695836,0.00002150955,0.0001758265,0.0008089945,0.000003772993,0.002574767],"study_design_scores_gemma":[0.000175756,0.002156476,0.7121334,0.000007489442,0.00002391697,5.820763e-7,0.2813844,0.0005624515,0.0008340856,0.002617802,0.000006140503,0.00009746703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992575,0.0000395375,0.0001037562,0.0001019932,0.0002156847,0.0001856747,0.000003406552,0.00002074723,0.0000717125],"genre_scores_gemma":[0.9992917,8.499146e-7,0.0006198467,0.000004120414,0.00006310103,0.00001490903,8.868956e-7,0.000002800754,0.000001794617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1141501,"threshold_uncertainty_score":0.6984455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265127531775109,"score_gpt":0.4363703378776299,"score_spread":0.3098575847001189,"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."}}