{"id":"W2600474193","doi":"","title":"Mobile technologies and the future of global education","year":2007,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Mobile technology; Computer science; World Wide Web; Mobile device","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":[0.0002231497,0.00004247395,0.00005807988,0.00005884788,0.0001601536,0.00001422026,0.0001892061,0.00006209531,0.00002570154],"category_scores_gemma":[0.00003801195,0.00003654753,0.00002744102,0.0004531182,0.0003684275,0.00013321,0.00004359678,0.00005017444,0.000005244721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055202,"about_ca_system_score_gemma":0.0001537735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484801,"about_ca_topic_score_gemma":0.002544818,"domain_scores_codex":[0.9996575,0.00002239534,0.00003618594,0.00007725845,0.0000988207,0.0001078905],"domain_scores_gemma":[0.9997317,0.00004132322,0.00003735898,0.00009500136,0.00006061701,0.00003399083],"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":[0.00001951782,0.00003222404,0.005954564,0.000004967251,0.00001017273,9.641443e-7,0.007168951,0.000002090313,0.000005860942,0.9355901,0.004330622,0.04687991],"study_design_scores_gemma":[0.0001826523,0.00001096686,0.003292832,0.000005826003,0.0000112494,4.787452e-7,0.282357,0.000001014855,0.00002893385,0.000824839,0.7132405,0.00004363402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845763,0.001888882,0.0008227476,0.008317499,0.001387464,0.0003412139,0.000005999434,0.0002674844,0.3023924],"genre_scores_gemma":[0.9902762,0.0004726219,0.0005290163,0.00001652904,0.00006367741,3.449648e-7,5.594267e-7,0.000001580496,0.008639518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9347653,"threshold_uncertainty_score":0.2244585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004741192298449918,"score_gpt":0.2343962772339418,"score_spread":0.2296550849354919,"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."}}