{"id":"W2915986179","doi":"10.21009/jrpk.041.07","title":"ANALISIS PERSEPSI SISWA PADA MATERI KOLOID DALAM PEMBELAJARAN KIMIA DENGAN MENGGUNAKAN MENTAL IMAGE ANALYSIS OF STUDENT’S","year":2014,"lang":"id","type":"article","venue":"JRPK - Jurnal Riset Pendidikan Kimia","topic":"STEM Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmunoPrecise (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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00383956,0.00107378,0.002086283,0.001690084,0.001990004,0.001160823,0.002230915,0.0006174638,0.00815909],"category_scores_gemma":[0.0004922762,0.001105252,0.00150158,0.004036455,0.001391385,0.001246893,0.0004574316,0.0008953185,0.0004523072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012982,"about_ca_system_score_gemma":0.0006443147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007533614,"about_ca_topic_score_gemma":0.004935608,"domain_scores_codex":[0.9886615,0.002529549,0.002207339,0.001593799,0.003282669,0.001725142],"domain_scores_gemma":[0.9941316,0.0004777867,0.002147755,0.001452176,0.0006697606,0.001120924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005873622,0.002894102,0.6758492,0.0005334453,0.00932966,0.0000807997,0.2222797,0.0001918527,0.06279018,0.001288455,0.02125966,0.002915521],"study_design_scores_gemma":[0.001562164,0.000558024,0.8610408,0.00013953,0.008678495,0.00001683986,0.1095605,0.001076148,0.006034629,0.00007278463,0.009912353,0.001347729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792484,0.0004341925,0.00006283057,0.001762059,0.002697728,0.0009125849,0.0004191918,0.0001149247,0.01434806],"genre_scores_gemma":[0.9951053,0.0005167897,0.0003390201,0.0002506535,0.0009008513,0.00006161368,0.0005939043,0.000124339,0.002107491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1851916,"threshold_uncertainty_score":0.9998761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597153655751153,"score_gpt":0.3288501678911411,"score_spread":0.3128786313336296,"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."}}