{"id":"W2508031527","doi":"10.20533/iji.1742.4712.2013.0090","title":"Developing a Mobile Learning Maturity Model","year":2013,"lang":"en","type":"article","venue":"International Journal for Infonomics","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Maturity (psychological); Capability Maturity Model; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004995584,0.0005984186,0.0003311078,0.002872803,0.0009202171,0.003790202,0.001302972,0.001829906,0.00243478],"category_scores_gemma":[0.009999012,0.0003270872,0.0008393819,0.001899112,0.0008703903,0.007124815,0.002735694,0.002023186,0.001058257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003834937,"about_ca_system_score_gemma":0.004444169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003427953,"about_ca_topic_score_gemma":0.002300109,"domain_scores_codex":[0.9974758,0.001103407,0.0002387324,0.000257097,0.0006592688,0.0002656755],"domain_scores_gemma":[0.9951586,0.002049283,0.0004479513,0.0001933322,0.001821432,0.0003292918],"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":[0.0000383156,0.0002108404,0.01335466,0.0004066361,0.00004371671,0.0004120203,0.004415025,0.01850404,0.001665514,0.8148631,0.003763081,0.1423231],"study_design_scores_gemma":[0.00005629285,0.0004739623,0.01231975,0.001447328,0.0001121641,0.0007902315,0.00953027,0.2766655,0.003242674,0.5757331,0.1194876,0.000141067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.132875,0.002077217,0.678986,0.01244649,0.0001717388,0.001516921,0.0006761011,0.0005714181,0.1706791],"genre_scores_gemma":[0.7901739,0.001264982,0.2008854,0.0003582794,0.00004144893,0.0009980586,0.0005664558,0.00004294679,0.005668543],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004995584,"threshold_uncertainty_score":0.02782452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404727934710929,"score_gpt":0.3128115922738869,"score_spread":0.2887643129267776,"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."}}