{"id":"W4320013216","doi":"10.47498/ihtirafiah.v2i02.1338","title":"PROBLEM BASED LEARNING (PBL) BERBASIS ETNOSAINS DAN ETNOMATEMATIK","year":2022,"lang":"en","type":"article","venue":"AL-IHTIRAFIAH JURNAL ILMIAH PENDIDIKAN GURU MADRASAH IBTIDAIYAH","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Ethnomathematics; Mathematics education; Computer science; Meaning (existential); Problem-based learning; Psychology","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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003340504,0.001061508,0.001350019,0.000944044,0.002395022,0.0004224831,0.001675817,0.0002691208,0.01238042],"category_scores_gemma":[0.0008201354,0.001103743,0.0007235266,0.001272675,0.0002203496,0.0004689851,0.0007216411,0.002361497,0.0004802993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006750788,"about_ca_system_score_gemma":0.0008614237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001759071,"about_ca_topic_score_gemma":0.00009807447,"domain_scores_codex":[0.9912738,0.001404865,0.002198847,0.0012818,0.002227731,0.00161299],"domain_scores_gemma":[0.994177,0.001615303,0.001547864,0.001578087,0.0003361205,0.0007456708],"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":[0.0006463203,0.008729463,0.03236509,0.006435968,0.001161581,0.0007132356,0.02833565,0.005108744,0.00810374,0.3173069,0.5749971,0.01609617],"study_design_scores_gemma":[0.006612724,0.001522356,0.002374816,0.0006444236,0.0007592562,0.001393739,0.01148514,0.01126119,0.004095293,0.06155374,0.8945068,0.003790498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8262933,0.0006166088,0.005888786,0.01477815,0.002461946,0.003993553,0.0002624777,0.002223444,0.1434817],"genre_scores_gemma":[0.9370872,0.00006007261,0.03445985,0.003677749,0.00052339,0.001186777,0.000373471,0.0004939183,0.02213755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3195097,"threshold_uncertainty_score":0.9999401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05384774142261657,"score_gpt":0.3383733485103123,"score_spread":0.2845256070876958,"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."}}