{"id":"W7028120677","doi":"","title":"ECO GREEN HOUSING TECHNOLOGIES TALK –
\\nSTRENGTHENS THE KNOWLEDGE AND SKILLS OF
\\nSTUDENTS","year":2015,"lang":"en","type":"article","venue":"Universiti Sains Malaysia Institutional Repository (Universiti Sains Malaysia)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multinational corporation; Joint venture; Joint (building); Emerging technologies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000295322,0.0005360245,0.0005116044,0.0008523203,0.0007607123,0.0001165292,0.0009191183,0.000326469,0.00002466044],"category_scores_gemma":[0.00004418327,0.0005481793,0.0002207011,0.0009915412,0.001063861,0.000973394,0.0006172034,0.0005251509,0.00002477336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619757,"about_ca_system_score_gemma":0.0005555857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003444109,"about_ca_topic_score_gemma":0.00002545879,"domain_scores_codex":[0.9975618,0.0001389699,0.0003903914,0.0005889335,0.0006343416,0.0006855892],"domain_scores_gemma":[0.9982774,0.0001871165,0.000203601,0.0006387311,0.000414007,0.0002791346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001822388,0.0007231455,0.02204555,0.0004698588,0.001259713,0.003705162,0.004622109,0.9105317,0.0067616,0.03369427,0.003413174,0.01259151],"study_design_scores_gemma":[0.008368695,0.0008970684,0.01104143,0.001256973,0.001344383,0.001756171,0.1730157,0.7009697,0.007723462,0.002241631,0.08796391,0.003420919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625905,0.000889877,0.002975147,0.0002890959,0.0006290437,0.0004735436,0.00005362457,0.0007286646,0.03137052],"genre_scores_gemma":[0.9969958,0.0001985092,0.0007640578,0.00002953583,0.0001605326,0.00000686477,0.00003975062,0.00005133668,0.001753584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.209562,"threshold_uncertainty_score":0.999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009989259102012852,"score_gpt":0.210910709819733,"score_spread":0.2009214507177202,"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."}}