{"id":"W1511484304","doi":"","title":"A MULTIDIMENSIONAL AND PARTICIPATORY APPROACH FOR GREEN BUILDINGS ASSESSMENT","year":2010,"lang":"en","type":"article","venue":"17th Annual European Real Estate Society Conference","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Management science; Process (computing); Consistency (knowledge bases); Sustainability; Process management; Computer science; Weighting; Citizen journalism; Field (mathematics); Engineering; Artificial intelligence; Mathematics","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":[0.01531756,0.001106242,0.00107274,0.006449245,0.00468039,0.009302662,0.002153711,0.002159923,0.006171135],"category_scores_gemma":[0.01167443,0.0005973115,0.001523928,0.006938136,0.005874239,0.006204867,0.01087964,0.00277762,0.0007035107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005472987,"about_ca_system_score_gemma":0.008031979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535676,"about_ca_topic_score_gemma":0.005778625,"domain_scores_codex":[0.9644331,0.02596988,0.001086814,0.001728106,0.006156979,0.0006251942],"domain_scores_gemma":[0.9946052,0.003547397,0.0003381729,0.0006219348,0.0006622241,0.0002250673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006443934,0.0001182547,0.001321848,0.001414396,0.0001162502,0.0004045822,0.02244066,0.01085011,0.003178435,0.749467,0.004300659,0.2063235],"study_design_scores_gemma":[0.00004397502,0.0002433667,0.002053215,0.001711763,0.0000844188,0.0007364968,0.01780772,0.02162959,0.002247353,0.6278633,0.3253868,0.0001920186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006593111,0.003293894,0.9035286,0.002975877,0.0002908332,0.002627634,0.0002389141,0.0001563562,0.08029472],"genre_scores_gemma":[0.1611368,0.00256387,0.8208705,0.0004887588,0.00009225123,0.00394886,0.0001335526,0.0000632345,0.01070205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01531756,"threshold_uncertainty_score":0.08100796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178125999376885,"score_gpt":0.2699478151826618,"score_spread":0.248166555188893,"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."}}