{"id":"W2300094793","doi":"10.14288/1.0089944","title":"An analysis of North American green building strategies : factors that contribute to ecological comprehensiveness and mainstreamability","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Environmental resource management; Environmental science; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.00009602072,0.00006298427,0.0004883173,0.0001230911,0.00009904746,0.00007102732,0.0002052674,0.00004102417,0.0000111392],"category_scores_gemma":[0.000008398052,0.0001738279,0.00009868746,0.0007282646,0.0001692748,0.0002479161,0.00003883322,0.00007757952,1.312476e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147484,"about_ca_system_score_gemma":0.00003275557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04574268,"about_ca_topic_score_gemma":0.1777853,"domain_scores_codex":[0.9991636,0.00005523883,0.0001143922,0.0002697617,0.0001576453,0.000239364],"domain_scores_gemma":[0.9993578,0.00007205973,0.00006816752,0.0002037618,0.0001347216,0.0001634605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001036997,0.0001103416,0.7817467,0.00004599784,0.0002371434,0.00005069851,0.0001891399,0.0185043,0.0005247451,0.000004798088,0.00001555949,0.1985602],"study_design_scores_gemma":[0.0002488815,0.0002301067,0.9867181,0.00001575898,0.0002063597,0.000001846546,0.00507302,0.007258621,0.000005984896,0.00005880949,0.00001199343,0.0001704841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919868,0.00001990927,0.007487932,0.00001755713,0.00001807165,0.000176838,0.0001678218,0.0000958286,0.00002929864],"genre_scores_gemma":[0.999166,0.00002855648,0.0007525966,0.00001250184,0.000004145346,2.579769e-7,0.00002568567,0.000005643236,0.000004600774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049714,"threshold_uncertainty_score":0.9606118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008417649511381511,"score_gpt":0.2025387570692148,"score_spread":0.1941211075578333,"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."}}