{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005413079,0.00009442956,0.00009836005,0.00005875251,0.0002852178,0.00001231472,0.0002527141,0.00007416955,0.005075942],"category_scores_gemma":[0.00001299528,0.00009436393,0.00002796358,0.0001629273,0.001664377,0.0001484049,0.0005603528,0.00008013433,0.00005384285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093571,"about_ca_system_score_gemma":0.00001172272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002825771,"about_ca_topic_score_gemma":0.00026769,"domain_scores_codex":[0.9983933,0.0002361828,0.0001369773,0.0003382475,0.0006277752,0.0002675292],"domain_scores_gemma":[0.9994545,0.00006137639,0.00004108432,0.0002956139,0.000006644009,0.0001407856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008485244,0.0008356464,0.9536939,0.00000596448,0.00001354671,0.000007702388,0.0007143947,0.0000246146,0.008816072,0.003356464,0.00260741,0.02983942],"study_design_scores_gemma":[0.0003688043,0.0002733925,0.7414347,0.000003902085,0.000009649467,0.000002352883,0.001649016,0.0001320015,0.008514348,0.0009161894,0.2465607,0.0001349751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895049,0.00002780576,0.0003470352,0.0003893555,0.00003076399,0.00007883347,0.000003259215,0.000008293745,0.009609804],"genre_scores_gemma":[0.9858193,0.0003977058,0.0001941772,0.00008987727,0.00002359792,0.00001017736,0.000009433367,0.00000758958,0.01344811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439532,"threshold_uncertainty_score":0.9958336,"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."}}