{"id":"W3097553108","doi":"10.38114/riemann.v2i2.48","title":"Efektivitas Pembelajaran Investigasi Kelompok Berbantuan Peta Konsep Terhadap Pemahaman Konsep Matematis Siswa","year":2020,"lang":"id","type":"article","venue":"Riemann Research of Mathematics and Mathematics Education","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Humanities; Psychology; Physics; 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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.007891099,0.001795447,0.0034163,0.001353298,0.001168377,0.0009460926,0.002166646,0.001026112,0.003002359],"category_scores_gemma":[0.01161212,0.00173324,0.0007360936,0.002022933,0.002369063,0.0007248293,0.001248703,0.002246406,0.000993687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003503666,"about_ca_system_score_gemma":0.003484952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259206,"about_ca_topic_score_gemma":0.0000661147,"domain_scores_codex":[0.985672,0.001217555,0.005103863,0.001863507,0.00395038,0.002192685],"domain_scores_gemma":[0.9818999,0.006895285,0.003132031,0.00301257,0.002803245,0.002257023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006651086,0.0111007,0.0002374855,0.1227716,0.0008575469,0.00002478282,0.2288142,0.000006841575,0.005249613,0.5412639,0.088353,0.001253825],"study_design_scores_gemma":[0.003610929,0.00175964,0.0003670656,0.01540242,0.0021754,0.0005824249,0.2499564,0.02050128,0.0112502,0.6741037,0.01669297,0.00359753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8321602,0.00959834,0.01756571,0.03867757,0.001855356,0.01470271,0.0004631617,0.0007487728,0.08422814],"genre_scores_gemma":[0.5959166,0.005391377,0.3649817,0.001213564,0.00169757,0.001474033,0.0003813476,0.001209239,0.02773456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.347416,"threshold_uncertainty_score":0.9997842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2075631814479679,"score_gpt":0.4281391902643335,"score_spread":0.2205760088163656,"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."}}