{"id":"W654666817","doi":"10.5647/jsoee.17.1_36","title":"","year":2007,"lang":"","type":"article","venue":"Japanese Journal of Environmental Education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01042923,0.001064325,0.001068188,0.000680027,0.001096478,0.0001889089,0.001700641,0.0004131038,0.009215686],"category_scores_gemma":[0.0005981407,0.001033708,0.0009275629,0.001129769,0.002754021,0.005471244,0.0005502627,0.001281747,0.0002600622],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009581611,"about_ca_system_score_gemma":0.0004325749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002959199,"about_ca_topic_score_gemma":0.00007193354,"domain_scores_codex":[0.9883388,0.0005337051,0.005083482,0.001139088,0.003075115,0.001829846],"domain_scores_gemma":[0.9913751,0.0005847894,0.003933115,0.001259229,0.00006870331,0.002779027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00121133,0.01303807,0.4792368,0.00003106436,0.00006613306,0.00003261237,0.03588451,0.001005835,0.3279378,0.00002990693,0.00003097356,0.141495],"study_design_scores_gemma":[0.001904571,0.001499509,0.6902044,0.00006437792,0.0001591844,0.001715574,0.2686297,0.00003385704,0.03333713,0.0005640193,0.001200817,0.0006868416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914603,0.0009910965,0.0007276301,0.002318529,0.002544408,0.001254385,0.00001033578,0.00001827724,0.000675094],"genre_scores_gemma":[0.9901732,0.0004992409,0.00567653,0.002309694,0.0007078061,0.00001594674,0.000008430067,0.0000872848,0.0005218448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2946007,"threshold_uncertainty_score":0.9999599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00579488015056206,"score_gpt":0.2618074261363491,"score_spread":0.256012545985787,"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."}}