{"id":"W2283682942","doi":"","title":"An exploration of the role of film in environmental education","year":2009,"lang":"en","type":"article","venue":"","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental education; Computer science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672815,0.00001961367,0.00003410979,0.00001814816,0.00003099236,0.000003684519,0.0001027778,0.00002346361,0.0002657039],"category_scores_gemma":[0.00001143328,0.00001662992,0.00001113878,0.00004274205,0.00005006053,0.0003249809,0.00000423331,0.00001691884,0.000006250719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007030684,"about_ca_system_score_gemma":0.0001082885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003425891,"about_ca_topic_score_gemma":0.0003384366,"domain_scores_codex":[0.9996893,0.00004979915,0.00009985519,0.00004591675,0.00007168224,0.00004349326],"domain_scores_gemma":[0.9998556,0.00001101295,0.00005288686,0.00006561455,0.000003463273,0.00001138299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005460312,0.0005493533,0.4305674,0.000001161292,0.000003052374,1.419809e-8,0.1442981,0.00006454833,0.01219642,0.1176607,0.0002797797,0.294374],"study_design_scores_gemma":[0.00009694799,0.00002279924,0.7266303,0.000006783813,0.000001837842,3.10187e-8,0.190213,0.00005900022,0.01805757,0.06017054,0.004678277,0.00006294494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197931,0.00001368752,0.000007657777,0.0005203435,0.00006789461,0.00009827241,4.574574e-7,0.000003677688,0.07949495],"genre_scores_gemma":[0.9990312,0.00001330227,0.0003823439,0.00007458255,0.00001615416,0.000003056843,0.000002023423,9.293342e-7,0.0004763348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2960629,"threshold_uncertainty_score":0.2909271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438662468368563,"score_gpt":0.2848139830305726,"score_spread":0.270427358346887,"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."}}