{"id":"W4376573421","doi":"10.37081/ed.v11i2.4474","title":"PENGEMBANGAN MEDIA PEMBELAJARAN INTERAKTIF UNTUK MENINGKATKAN KEMAMPUAN REPRESENTASI MATEMATIS SISWA SMP NEGERI 3 GUNUNGSITOLI UTARA","year":2023,"lang":"id","type":"article","venue":"JURNAL EDUCATION AND DEVELOPMENT","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Psychology; Humanities; Mathematics education; Mathematics; Art","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":[0.0009539238,0.001783002,0.000998774,0.0009956388,0.001017173,0.004427188,0.001204373,0.001772929,0.03855114],"category_scores_gemma":[0.002087785,0.001030838,0.001698054,0.0007674668,0.0008799881,0.003284661,0.002282345,0.001819076,0.008457571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170193,"about_ca_system_score_gemma":0.001879473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005895198,"about_ca_topic_score_gemma":0.005652166,"domain_scores_codex":[0.9990356,0.000124233,0.00005490994,0.00020191,0.0004450376,0.0001382807],"domain_scores_gemma":[0.9989958,0.0003269133,0.0001061263,0.0001455369,0.0003321799,0.00009340551],"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":[0.003736715,0.001328655,0.02343187,0.00523498,0.0004861365,0.002248348,0.002698882,0.07026745,0.3031241,0.04959005,0.02942298,0.5084298],"study_design_scores_gemma":[0.0003002255,0.003007381,0.04875887,0.001236755,0.001144381,0.002748348,0.005663205,0.2064321,0.3912943,0.04337614,0.295302,0.0007363505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4261313,0.01086895,0.2980891,0.003831635,0.002073621,0.00100857,0.005374573,0.006554458,0.2460678],"genre_scores_gemma":[0.7880696,0.006046728,0.06271864,0.0006181798,0.0001892501,0.0005965197,0.003539316,0.0007813496,0.1374404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03855114,"threshold_uncertainty_score":0.1289665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07557788639413353,"score_gpt":0.37053714389118,"score_spread":0.2949592574970464,"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."}}