{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001870479,0.0003200208,0.0001578748,0.0004668474,0.002108935,0.002379037,0.0003507723,0.001189644,0.1011363],"category_scores_gemma":[0.0009804948,0.0002903698,0.0001852448,0.0002484866,0.0008364939,0.001705007,0.001998314,0.001545391,0.01772402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170708,"about_ca_system_score_gemma":0.002218764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005914573,"about_ca_topic_score_gemma":0.02812746,"domain_scores_codex":[0.9994294,0.0001026236,0.00001213873,0.00006958016,0.000219248,0.000166971],"domain_scores_gemma":[0.9989397,0.0001593637,0.00002666397,0.00003296151,0.0002851682,0.0005561046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001418426,0.0001654412,0.001979535,0.0001157157,0.000005146635,0.0001492993,0.002534183,0.0001892191,0.003509546,0.008078702,0.9067776,0.07635362],"study_design_scores_gemma":[0.000003028863,0.00005505721,0.003052149,0.00004475045,0.00000159653,0.00003706473,0.001859084,0.0000804049,0.001394415,0.0004324801,0.993032,0.000007912923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05114737,0.006400574,0.004633666,0.1028899,0.02608738,0.0003391331,0.001703597,0.0006293553,0.806169],"genre_scores_gemma":[0.05797408,0.001394669,0.000961279,0.003751711,0.0008965285,0.00008399378,0.0004159995,0.0001534506,0.9343683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1011363,"threshold_uncertainty_score":0.3383346,"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."}}