{"id":"W4308160908","doi":"10.1002/sd.2428","title":"The influence of industrial attitudes and behaviours in adopting sustainable construction practices","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"King Saud University","keywords":"Business; Sustainable development; Moderation; Sustainability; Construction industry; Developing country; Construction management; Environmental resource management; Engineering; Construction engineering; Economic growth; Civil engineering; Political science; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002931499,0.0001593582,0.0001532023,0.0006693546,0.0005765645,0.001724448,0.0002453084,0.0004163155,0.002822235],"category_scores_gemma":[0.01071252,0.000203477,0.000293131,0.0005844123,0.001183443,0.000420626,0.0009211365,0.0008307458,0.0002410521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006056371,"about_ca_system_score_gemma":0.001025226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00543138,"about_ca_topic_score_gemma":0.008629757,"domain_scores_codex":[0.9976755,0.001248672,0.0001153138,0.0001281483,0.0005525759,0.0002797676],"domain_scores_gemma":[0.9841122,0.00873747,0.004069987,0.0004037442,0.001220244,0.001456331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007863851,0.0005790999,0.9617102,0.00006633562,0.00005688344,0.0001896232,0.0219636,0.0001997643,0.0008641455,0.0003732041,0.00008772701,0.01383075],"study_design_scores_gemma":[0.000003692095,0.0001558467,0.9722745,0.00004905631,0.00001834272,0.00008387829,0.02588946,0.0003653054,0.0002085576,0.000167265,0.0007738964,0.0000100077],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982607,0.00003231295,0.00009782702,0.00006392432,0.000002115251,0.0000066458,0.000006276523,0.000001098754,0.001529042],"genre_scores_gemma":[0.999569,0.00004053042,0.00008822038,0.00001293838,0.000001257114,0.000004033763,0.000005988331,6.840372e-7,0.0002773185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00543138,"threshold_uncertainty_score":0.01550347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391157742104167,"score_gpt":0.2510932796145171,"score_spread":0.2371817021934754,"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."}}