{"id":"W2902041985","doi":"10.5539/eer.v8n2p55","title":"Energy Conservation Behavior of Thai University Students","year":2018,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy conservation; Sample (material); Context (archaeology); Sustainability; Population; Psychology; Energy (signal processing); Geography; Sociology; Demography; Physics; Mathematics; Statistics; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003569097,0.0001642368,0.0002012754,0.000597756,0.0007642694,0.00110149,0.0001778367,0.0004164219,0.002505787],"category_scores_gemma":[0.001331566,0.000139089,0.0002373636,0.0006189358,0.0003232993,0.0003382502,0.0003873999,0.0004227605,0.0003386475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613977,"about_ca_system_score_gemma":0.0004100468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006458699,"about_ca_topic_score_gemma":0.009722509,"domain_scores_codex":[0.9997317,0.00006590942,0.00002628648,0.00002768894,0.00007137349,0.00007690982],"domain_scores_gemma":[0.9988132,0.0001485795,0.0003043653,0.00003638469,0.0002543669,0.0004432138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028102,0.001170882,0.9740494,0.00004693693,0.00001949196,0.0002421729,0.01025545,0.00005850476,0.001311163,0.00007226917,0.0003820721,0.01228892],"study_design_scores_gemma":[0.000007897936,0.0008199917,0.9673948,0.00003825534,0.00001990273,0.0002759456,0.02926733,0.0003870641,0.0005178833,0.00005788378,0.001193903,0.00001905778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993894,0.00002355435,0.00001157122,0.00002656404,0.000002390485,0.000004156809,0.00001653793,9.069366e-7,0.0005249535],"genre_scores_gemma":[0.9992225,0.00005847085,0.00002705299,0.00002950416,0.000002259916,0.000006139716,0.00002815819,5.886669e-7,0.0006252684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006458699,"threshold_uncertainty_score":0.01284224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573785426535625,"score_gpt":0.3071392325456299,"score_spread":0.2814013782802736,"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."}}