{"id":"W3130072700","doi":"10.5430/wje.v11n1p1","title":"How Do Kastamonu University Education Faculty Fine Arts Education Department Music Education Department Students Use Their Smartphones?","year":2021,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kastamonu Üniversitesi","keywords":"Psychology; Music education; Medical education; Descriptive research; The arts; Work (physics); Pedagogy; Sociology; Medicine; Engineering; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006687402,0.0004035433,0.0003963465,0.0009612482,0.0004059598,0.001250953,0.001109501,0.0001167077,0.0001068291],"category_scores_gemma":[0.0003858432,0.0004148422,0.0002416333,0.001815424,0.00006044943,0.003045448,0.0002096372,0.000483112,0.00004553088],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959896,"about_ca_system_score_gemma":0.01540591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007347739,"about_ca_topic_score_gemma":0.0002931971,"domain_scores_codex":[0.9966911,0.0005456721,0.000732085,0.0006925407,0.0009264238,0.0004121759],"domain_scores_gemma":[0.9941053,0.000196936,0.001521091,0.001058318,0.002669156,0.0004491627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005349525,0.01288697,0.08135752,0.0001061373,0.0001644171,0.000004953934,0.004534882,0.0002120055,0.0009648497,0.01254676,0.2194322,0.6677358],"study_design_scores_gemma":[0.0004773922,0.0001459412,0.3102988,0.00054014,0.0001226229,0.0002587205,0.005941737,0.00004476165,0.002214704,0.002515186,0.6769348,0.0005051978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954864,0.001933619,0.008699351,0.0127772,0.01936511,0.0008786043,0.00001123439,0.00007442915,0.001396477],"genre_scores_gemma":[0.9369434,0.0001829483,0.03377426,0.001247258,0.001568698,0.00007555916,0.0004521726,0.00003971745,0.02571595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6672305,"threshold_uncertainty_score":0.9998304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568750220443314,"score_gpt":0.2833809851001098,"score_spread":0.2576934828956766,"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."}}