{"id":"W4401864999","doi":"10.33222/jumlahku.v10i1.3543","title":"ANALISIS KEMAMPUAN KOMUNIKASI MATEMATIS SISWA SMP DALAM MENYELESAIKAN MASALAH GEOMETRI BERBASIS BUDAYA LOKAL","year":2024,"lang":"id","type":"article","venue":"JUMLAHKU Jurnal Matematika Ilmiah STKIP Muhammadiyah Kuningan","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007327322,0.003719068,0.00516767,0.004864447,0.001793832,0.005475303,0.003654509,0.002077393,0.01426282],"category_scores_gemma":[0.003029742,0.003499791,0.002365015,0.006155081,0.0009230601,0.001936461,0.001228547,0.004064001,0.007328351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178943,"about_ca_system_score_gemma":0.002033134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004487824,"about_ca_topic_score_gemma":0.0001806282,"domain_scores_codex":[0.9785466,0.002223217,0.007553467,0.003209903,0.004466417,0.004000401],"domain_scores_gemma":[0.9829552,0.005199111,0.003212194,0.004639697,0.001477519,0.002516244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004410685,0.005174579,0.004326276,0.1645935,0.008852199,0.00283813,0.08159179,0.0001857907,0.00507815,0.3459688,0.3683291,0.01262053],"study_design_scores_gemma":[0.01463704,0.004255575,0.01285188,0.103206,0.0220514,0.01115237,0.09639613,0.05678792,0.02598138,0.1453148,0.4828435,0.02452194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8216823,0.01961574,0.006917858,0.01085009,0.01959164,0.007830085,0.001504751,0.00440792,0.1075997],"genre_scores_gemma":[0.8661389,0.004253133,0.02525194,0.00109466,0.00443476,0.0008847885,0.0008657621,0.002093625,0.0949824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.200654,"threshold_uncertainty_score":0.9995057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04888437297717788,"score_gpt":0.3443204499912558,"score_spread":0.2954360770140779,"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."}}