{"id":"W4408232718","doi":"10.61650/dpjpm.v1i3.117","title":"Mobile learning medium for junior high math interest: how is it developing? Is it effective?","year":2023,"lang":"en","type":"article","venue":"Delta-Phi Jurnal Pendidikan Matematika","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics education; Computer science; Mathematics","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":[0.002020963,0.0003134682,0.0002402694,0.001011101,0.0009008303,0.003548685,0.0005207324,0.0006733477,0.006111828],"category_scores_gemma":[0.00628716,0.0001062685,0.0002512505,0.000624712,0.0005923773,0.001855992,0.001568276,0.0005398137,0.001592701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007997463,"about_ca_system_score_gemma":0.001549207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027566,"about_ca_topic_score_gemma":0.002470005,"domain_scores_codex":[0.9990548,0.0004054283,0.00003350326,0.00005391212,0.0003082595,0.0001441681],"domain_scores_gemma":[0.9980397,0.0007748549,0.0003072575,0.00007932696,0.000290708,0.0005081525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002446601,0.001078316,0.1058415,0.001001616,0.00003111898,0.000835566,0.009155468,0.0001712034,0.007523548,0.004839332,0.003276177,0.8660015],"study_design_scores_gemma":[0.0001312856,0.006445985,0.5810947,0.004106765,0.000294543,0.002764322,0.09556687,0.002225113,0.02208676,0.006099247,0.279041,0.0001433973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289585,0.00481708,0.003802234,0.006887949,0.0002788219,0.0003059941,0.0001177049,0.0001042275,0.05472737],"genre_scores_gemma":[0.9829979,0.004207293,0.004595887,0.0004363745,0.0001299417,0.0001426198,0.00006943349,0.00001754777,0.007403078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006111828,"threshold_uncertainty_score":0.02044612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549435367503059,"score_gpt":0.3162153579408095,"score_spread":0.2807210042657788,"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."}}