{"id":"W1970648016","doi":"10.1177/097340820700100114","title":"Examining the Literature","year":2007,"lang":"en","type":"article","venue":"Journal of Education for Sustainable Development","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Publishing; Discipline; Library science; Sociology; Engineering ethics; Political science; Social science; Computer science; Engineering; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.002528608,0.0001032708,0.0001018291,0.00008860693,0.0003276744,0.00007234436,0.0002596466,0.00004816643,0.0003852451],"category_scores_gemma":[0.0004126148,0.00007035281,0.00005390942,0.0003448862,0.00008177992,0.0003660904,0.00006796089,0.0001492428,0.00001320324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370154,"about_ca_system_score_gemma":0.0004296447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007786152,"about_ca_topic_score_gemma":0.000004319493,"domain_scores_codex":[0.9987878,0.00003094788,0.0004647915,0.000126154,0.0002861121,0.0003041897],"domain_scores_gemma":[0.9991236,0.0001360146,0.0002969145,0.0001562101,0.0001569393,0.0001303272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004322417,0.002602973,0.240475,0.0003998717,0.0001087244,0.00004505592,0.1278894,0.0007020846,0.0008989417,0.00914554,0.1892041,0.4280961],"study_design_scores_gemma":[0.0001747387,0.00006161777,0.3035419,0.00001667452,0.000008456755,0.00003904592,0.1033414,0.000001619794,0.001173303,0.002063604,0.5894803,0.00009725765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984771,0.000282182,0.003372049,0.001180564,0.0004702367,0.000434043,1.638402e-7,0.000005994911,0.009483807],"genre_scores_gemma":[0.9645084,0.000009266131,0.009557636,0.0007071372,0.000126855,0.00002445611,0.000004387934,0.00001042216,0.0250515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4279988,"threshold_uncertainty_score":0.4218164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009679458877390561,"score_gpt":0.2637493844280743,"score_spread":0.2540699255506837,"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."}}