{"id":"W1902216276","doi":"10.24908/pceea.v0i0.4691","title":"APROGRAM FOR BUILDING ENERGY AND ENVIRONMENT AWARENESS FOR GRADE-5STUDENTS","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Electricity; Enforcement; Work (physics); Energy (signal processing); Architectural engineering; Engineering; Business; Psychology; Pedagogy; Political science; Electrical engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003232324,0.0001659683,0.0001579761,0.0002054015,0.0001346862,0.00006935547,0.0001741701,0.0001427119,0.000006058895],"category_scores_gemma":[0.000238694,0.0001779235,0.00007636404,0.0001582618,0.00001004283,0.0001924191,0.00001356705,0.00008006881,7.16656e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110563,"about_ca_system_score_gemma":0.0001177988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006486031,"about_ca_topic_score_gemma":0.0003509465,"domain_scores_codex":[0.9990642,0.000002221743,0.0002319476,0.0001324134,0.0001576252,0.0004115847],"domain_scores_gemma":[0.9993481,0.00008234517,0.0001035357,0.00007849699,0.0001365296,0.0002509911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001531872,0.0006463538,0.42507,0.005994623,0.001297902,3.393675e-8,0.01027671,0.05193694,0.04649991,0.2296076,0.1875003,0.04115433],"study_design_scores_gemma":[0.0004674087,0.00003092416,0.07615262,0.0001437629,0.0001552931,0.000004972505,0.0003844221,0.03128777,0.01527919,0.0005622979,0.8748402,0.0006911504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592429,0.003233986,0.01369204,0.004918484,0.01405475,0.00264492,0.0002314643,0.0006505444,0.001330875],"genre_scores_gemma":[0.9924836,0.00005359783,0.005532063,0.00008562548,0.0004542762,0.0005557201,0.00002071633,0.00006426861,0.0007501614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6873399,"threshold_uncertainty_score":0.7255511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146044393244337,"score_gpt":0.2415889520899372,"score_spread":0.2301285081574938,"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."}}