{"id":"W2023269155","doi":"10.5539/jsd.v4n4p166","title":"Sustainable or Green Construction in Lagos, Nigeria: Principles, Attributes and Framework","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Likert scale; Sustainability; Business; Focus group; Quality (philosophy); Judgement; Adaptability; Environmental resource management; Enforcement; Environmental economics; Flexibility (engineering); Qualitative property; Data collection; Environmental planning; Marketing; Geography; Economics; Psychology; Political science; Sociology; Computer science; Management","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":[0.00124355,0.0005963655,0.000287628,0.002626711,0.002639003,0.005891421,0.0004979909,0.0009845265,0.001390557],"category_scores_gemma":[0.0007001727,0.0003893382,0.0001880739,0.003225817,0.005196345,0.002556164,0.002655247,0.0008744973,0.0001625024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005096408,"about_ca_system_score_gemma":0.008462346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009723778,"about_ca_topic_score_gemma":0.0246418,"domain_scores_codex":[0.9991497,0.000267334,0.00009802728,0.00006559597,0.0002476848,0.0001717152],"domain_scores_gemma":[0.999517,0.0001734947,0.0001219593,0.00001569347,0.000084791,0.00008699386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007992082,0.0004466986,0.07237473,0.00320038,0.00001750443,0.00667442,0.09532705,0.005784884,0.004078532,0.5564803,0.006366912,0.2491686],"study_design_scores_gemma":[0.00001736719,0.0002480581,0.0782874,0.009579156,0.00004234098,0.005111346,0.4050266,0.005144307,0.001839162,0.1757286,0.3188451,0.0001305577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6413973,0.04935052,0.02790435,0.01829837,0.0003777085,0.001374044,0.0004811428,0.00007702735,0.2607395],"genre_scores_gemma":[0.9524446,0.01931129,0.0167432,0.0004093138,0.00003340264,0.000361982,0.0001434544,0.00001199271,0.01054083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009723778,"threshold_uncertainty_score":0.03697717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207155766863389,"score_gpt":0.2290693219688964,"score_spread":0.2069977643002625,"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."}}