{"id":"W1946664660","doi":"10.1139/cjfr-2015-0123","title":"Building material preferences with a focus on wood in urban housing: durability and environmental impacts","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apartment; Business; Product (mathematics); Respondent; Sustainability; Population; Environmentally friendly; Architectural engineering; Engineering; Civil engineering; Ecology; Political science","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":[0.0005203893,0.0001374568,0.0001146733,0.000392019,0.0003935201,0.0005076487,0.0001408843,0.0002534899,0.004064295],"category_scores_gemma":[0.001103064,0.0000896113,0.0001900901,0.0007679929,0.0003919596,0.000462554,0.0004211875,0.0001856248,0.0002328646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004350407,"about_ca_system_score_gemma":0.0001879368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479806,"about_ca_topic_score_gemma":0.06100634,"domain_scores_codex":[0.9997802,0.00005877667,0.00001818739,0.00002270306,0.00008207668,0.0000379469],"domain_scores_gemma":[0.9992301,0.0002958961,0.0002935232,0.0000342139,0.00007209576,0.00007413773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001529601,0.000221557,0.9776519,0.0001034498,0.00002569333,0.0002096589,0.005217704,0.0005828266,0.002502205,0.0003165882,0.0003004775,0.01271498],"study_design_scores_gemma":[0.000001773365,0.00006143143,0.9943541,0.00001354622,0.000007637827,0.00006439211,0.00431511,0.0001805049,0.0003223139,0.000087453,0.0005875983,0.000004087938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988682,0.00002997564,0.0000443681,0.00001264581,6.10417e-7,0.000003702626,0.00003953138,3.14004e-7,0.001000617],"genre_scores_gemma":[0.9993804,0.00005376264,0.0001268621,0.00001295024,0.00000106027,0.000005087857,0.00006180965,6.660259e-7,0.0003574088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479806,"threshold_uncertainty_score":0.02942383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03694875168821837,"score_gpt":0.2787706920452799,"score_spread":0.2418219403570615,"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."}}