{"id":"W4400370112","doi":"10.31216/bdl.20240010","title":"Korean Students’ Environmental Perceptions: Focusing on comparative analysis with Canada and Singapore","year":2024,"lang":"en","type":"article","venue":"Institute of Brain-based Education Korea National University of Education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007459596,0.0002875701,0.0003266145,0.001240387,0.00210316,0.001588018,0.0003241959,0.0002928265,0.002365201],"category_scores_gemma":[0.00138973,0.0001662878,0.0005238953,0.003116092,0.0007730194,0.0007545911,0.001188191,0.0005430997,0.0002381615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003434697,"about_ca_system_score_gemma":0.006811757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5195717,"about_ca_topic_score_gemma":0.7419442,"domain_scores_codex":[0.9993286,0.00008211891,0.00005390212,0.00007079288,0.0002056878,0.0002589118],"domain_scores_gemma":[0.9984121,0.0001375481,0.0002618456,0.00005039499,0.0006501832,0.0004878289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009182173,0.0002098672,0.9463671,0.00008392922,0.00003320312,0.0004411194,0.03792733,0.0000329945,0.0007140185,0.0002991198,0.0004789756,0.01332048],"study_design_scores_gemma":[0.000004434904,0.0001273012,0.8486045,0.00005240724,0.00002695325,0.0001786942,0.1483808,0.00008909715,0.0002424879,0.00002299619,0.002250707,0.00001975454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987093,0.00006010028,0.0000138804,0.00004953228,0.000002824078,0.000006282722,0.00005726676,6.339614e-7,0.001100129],"genre_scores_gemma":[0.9989656,0.0002288223,0.00004185218,0.00004937339,0.000001865891,0.000008808741,0.000156895,0.00000209825,0.0005446344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4804283,"threshold_uncertainty_score":0.9665154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399816777243433,"score_gpt":0.2612058790812102,"score_spread":0.2472077113087758,"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."}}