{"id":"W4393149650","doi":"10.33487/edumaspul.v7i1.5958","title":"The Influence of Using WhatsApp Media on Motivation and Science Learning Outcomes during Online Learning","year":2023,"lang":"en","type":"article","venue":"Edumaspul - Jurnal Pendidikan","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Science learning; Online learning; Psychology; Mathematics education; Computer science; Multimedia; Science education","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001527027,0.0001293591,0.0001913218,0.0004112416,0.003845344,0.0001353798,0.0003921346,0.00006861549,0.000008595121],"category_scores_gemma":[0.007725908,0.0001040327,0.00003903338,0.001521287,0.001571198,0.0004926314,0.0001933823,0.0005084813,0.00001255305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126671,"about_ca_system_score_gemma":0.0002652101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002835078,"about_ca_topic_score_gemma":0.0002027446,"domain_scores_codex":[0.9980585,0.0001304839,0.0003164289,0.0002887299,0.0007259476,0.0004799249],"domain_scores_gemma":[0.9982501,0.000962427,0.0003240009,0.000153654,0.0002199287,0.00008987523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002202276,0.00003736664,0.8934236,0.00001948517,0.00002851081,0.000003731245,0.0457756,0.009864328,0.02923671,0.00606446,0.00002566064,0.01549848],"study_design_scores_gemma":[0.0001274927,0.00002691377,0.9508048,0.0000768755,0.000008377398,0.000001685532,0.04585872,0.0001206331,0.001249615,0.000743489,0.0008681678,0.0001131871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973204,0.00009989258,0.000008270485,0.001357229,0.000388494,0.0001229238,0.000001162973,0.0003306108,0.000371015],"genre_scores_gemma":[0.9985805,0.000469737,0.0001530981,0.00001891814,0.0001290661,0.000006341475,0.000001390448,0.00001257942,0.0006283344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0573812,"threshold_uncertainty_score":0.9974515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265380183870045,"score_gpt":0.360619857350081,"score_spread":0.3179660555113805,"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."}}