{"id":"W2971084660","doi":"10.5539/ies.v12n9p15","title":"Motivation and Attitude of Students on Physics Subject in the Middle School in Indonesia","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Pleasure; Psychology; Mathematics education; Scale (ratio); Subject (documents); Likert scale; Social psychology; Statistics; Physics; Mathematics; Developmental psychology; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0008398157,0.00005956174,0.0001084454,0.0001307486,0.00005702798,0.00003311398,0.0002225014,0.00002495854,0.00002498479],"category_scores_gemma":[0.001179205,0.000046377,0.00002130844,0.0002396773,0.0000799612,0.0001620215,0.00002880032,0.00008607573,0.00001257477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519778,"about_ca_system_score_gemma":0.0001635014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007682099,"about_ca_topic_score_gemma":0.0004280242,"domain_scores_codex":[0.9989824,0.000183733,0.0001933101,0.0001277056,0.0004353297,0.00007749206],"domain_scores_gemma":[0.9986942,0.0008003656,0.0001043363,0.00007759061,0.0003078596,0.00001569394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009544098,0.0002516716,0.9435391,0.000009869398,0.00001949521,6.56351e-8,0.02071571,0.00001855779,0.00001235047,0.03321818,0.0001354556,0.002069963],"study_design_scores_gemma":[0.0001735834,0.00001418611,0.9325826,0.0000883446,0.000002629165,1.484441e-7,0.05742909,0.000001957786,0.00001785388,0.00849249,0.001153902,0.00004317454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897262,0.000271936,0.000007079339,0.005215676,0.001235779,0.000230641,0.000001569022,0.000003896439,0.003307153],"genre_scores_gemma":[0.9979529,0.0002849328,0.0003721991,0.0006298529,0.0001667346,0.00004571792,0.00000396515,0.000003295691,0.0005403789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03671338,"threshold_uncertainty_score":0.1891199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659479535536597,"score_gpt":0.4931478542201853,"score_spread":0.3271999006665256,"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."}}