{"id":"W4393333264","doi":"10.18269/jpmipa.v21i1.36248","title":"PENINGKATAN KEMAMPUAN KOMUNIKASI DAN BERPIKIR KRITIS MATEMATIS MELALUI MODEL KOOPERATIF STAD DAN MURDER","year":2016,"lang":"id","type":"article","venue":"Jurnal Pengajaran Matematika dan Ilmu Pengetahuan Alam","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.01232119,0.00193002,0.00272416,0.0009995231,0.004194227,0.002552401,0.004021815,0.001044805,0.004946455],"category_scores_gemma":[0.005123986,0.001541953,0.001105514,0.001560109,0.002303828,0.003728421,0.0009586505,0.002261855,0.001981823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563213,"about_ca_system_score_gemma":0.00396887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000939689,"about_ca_topic_score_gemma":0.002496446,"domain_scores_codex":[0.9775197,0.007003787,0.00366363,0.002468484,0.005394855,0.00394955],"domain_scores_gemma":[0.986988,0.003514831,0.00173913,0.002565483,0.002006632,0.003185944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002105221,0.006986703,0.01650837,0.01250907,0.004848439,0.001340679,0.1709563,0.0005157763,0.09839503,0.3866164,0.1440063,0.1552117],"study_design_scores_gemma":[0.02772374,0.005681014,0.07496169,0.04496523,0.004107435,0.001765157,0.2201973,0.02019181,0.05122481,0.04865363,0.4768493,0.02367884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8489116,0.004301682,0.00327995,0.02268461,0.00327896,0.005904307,0.0008561357,0.0006795246,0.1101032],"genre_scores_gemma":[0.8925698,0.007186779,0.02594232,0.0007983142,0.002246206,0.0006903845,0.0002360506,0.0005060295,0.06982415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3379628,"threshold_uncertainty_score":0.9993443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391793236846242,"score_gpt":0.3683905544367123,"score_spread":0.3144726220682499,"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."}}