{"id":"W4391187436","doi":"10.31942/abd.v8i2.10104","title":"PENGUATAN PEMAHAMAN DAN PRAKTIK GURU IPA DALAM INTEGRASI LOW-CARBON STEM DALAM PEMBELAJARAN","year":2023,"lang":"id","type":"article","venue":"ABDIMAS UNWAHAS","topic":"Education and Character Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002111917,0.000797509,0.0008331601,0.0005168404,0.001278925,0.0006785629,0.001478255,0.0005288932,0.001121643],"category_scores_gemma":[0.0002355088,0.0008175485,0.0003597618,0.002688692,0.0006388043,0.0005656119,0.0003937053,0.0009966865,0.002567919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000728175,"about_ca_system_score_gemma":0.001663569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000400159,"about_ca_topic_score_gemma":0.001848181,"domain_scores_codex":[0.9932018,0.0007603926,0.00122115,0.001384487,0.001700751,0.001731419],"domain_scores_gemma":[0.9967073,0.0003912211,0.0005859735,0.001086654,0.0004079493,0.0008209264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001457419,0.002457789,0.3055457,0.0008320537,0.0009563054,0.0002915686,0.5617139,0.000006519389,0.003465496,0.03558255,0.04213383,0.0468685],"study_design_scores_gemma":[0.001469936,0.0002447582,0.4284908,0.0008336647,0.0002159104,0.00001566733,0.1633681,0.0001524841,0.002896799,0.0003876928,0.4000379,0.001886315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732371,0.0003912352,0.000006081217,0.01421023,0.00596848,0.001098176,0.00001718695,0.0006746201,0.1043968],"genre_scores_gemma":[0.845516,0.001639072,0.00006831036,0.0004756437,0.00111276,0.0001602956,0.0002117927,0.0001180791,0.150698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3983459,"threshold_uncertainty_score":0.9997914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738491936852436,"score_gpt":0.3099752060128452,"score_spread":0.2725902866443209,"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."}}