{"id":"W3037393790","doi":"10.31571/gervasi.v4i1.1642","title":"PELATIHAN PENGGUNAAN MEDIA PEMBELAJARAN MANIPULATIF MATERI GEOMETRI PADA GURU SD NEGERI 2 SEBUBUS KECAMATAN PALOH","year":2020,"lang":"id","type":"article","venue":"GERVASI Jurnal Pengabdian kepada Masyarakat","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001910151,0.002453974,0.0031824,0.0009994552,0.001253104,0.001657484,0.002721612,0.001213116,0.03571315],"category_scores_gemma":[0.002579064,0.002560047,0.00130747,0.002410681,0.0005054292,0.001181574,0.000878769,0.002918002,0.009779938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005911886,"about_ca_system_score_gemma":0.001277479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002353649,"about_ca_topic_score_gemma":0.0004753794,"domain_scores_codex":[0.9865572,0.001188782,0.004097405,0.002304747,0.002918248,0.002933548],"domain_scores_gemma":[0.9884398,0.002306878,0.002351965,0.002669604,0.0007343784,0.003497394],"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":[0.003418015,0.00813189,0.03333065,0.05839556,0.005263833,0.01067402,0.2993696,0.0003781663,0.01322127,0.09439463,0.4502011,0.02322131],"study_design_scores_gemma":[0.04073346,0.006186727,0.1164789,0.01110572,0.01025147,0.01213539,0.1049178,0.03754636,0.02097409,0.07088714,0.5366735,0.03210939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966295,0.003808707,0.002736197,0.01856443,0.007103886,0.003893314,0.001292294,0.001101848,0.0648698],"genre_scores_gemma":[0.9739961,0.001200679,0.005917494,0.003112646,0.004173556,0.0001280664,0.0007288276,0.0007400649,0.01000256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944518,"threshold_uncertainty_score":0.9993823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191204063890439,"score_gpt":0.3121516638232532,"score_spread":0.1930312574342093,"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."}}