{"id":"W4377085016","doi":"10.24114/jiaf.v8i3.33528","title":"PENGEMBANGAN INSTRUMEN TES FISIKA BERBASIS HOTS TINGKAT SMA DI KOTA MEDAN","year":2022,"lang":"id","type":"article","venue":"JURNAL IKATAN ALUMNI FISIKA","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"Universitas Negeri Medan","keywords":"Psychology; Mathematics education; Test (biology); Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006745207,0.0007569069,0.000811664,0.001463014,0.001723168,0.003673184,0.0009483009,0.0008676597,0.0251125],"category_scores_gemma":[0.01438944,0.0005844557,0.001367177,0.001120582,0.001803696,0.003080626,0.002721555,0.002088751,0.005199954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481165,"about_ca_system_score_gemma":0.006620042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00503711,"about_ca_topic_score_gemma":0.01237208,"domain_scores_codex":[0.9955574,0.00141231,0.0003952418,0.0004626322,0.001834302,0.0003381801],"domain_scores_gemma":[0.9855584,0.006216323,0.001913371,0.001369266,0.003774433,0.00116816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001291544,0.002485528,0.2709266,0.005693452,0.0007682577,0.0009076042,0.03089611,0.00178412,0.01832138,0.02512922,0.02421007,0.617586],"study_design_scores_gemma":[0.0003098198,0.002368076,0.7003875,0.003433882,0.0009355096,0.001456063,0.0400416,0.002573337,0.01771763,0.03908544,0.1912786,0.0004126203],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7281869,0.005323018,0.03836941,0.01096539,0.0009597588,0.00242242,0.003535156,0.001010158,0.2092278],"genre_scores_gemma":[0.8817472,0.003491917,0.04011815,0.001689276,0.0001276728,0.001771768,0.001520331,0.0001596211,0.06937406],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0251125,"threshold_uncertainty_score":0.08400971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887964286907593,"score_gpt":0.3374974641772367,"score_spread":0.2986178213081608,"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."}}