{"id":"W4234818320","doi":"10.1088/1755-1307/6/8/582030","title":"Mentoring buildings: Local links to global sustainability","year":2009,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aecom (Canada)","funders":"","keywords":"Sustainability; Architectural engineering; Environmental resource management; Business; Environmental planning; Geography; Environmental science; Engineering; Ecology; Biology","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":[0.002526049,0.0001942261,0.0001450025,0.0007699116,0.002914544,0.005081252,0.0007143588,0.001179694,0.0515637],"category_scores_gemma":[0.005396911,0.0001301962,0.000196195,0.002438745,0.001979567,0.00295713,0.004791193,0.001441304,0.002670118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857057,"about_ca_system_score_gemma":0.002556756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004839821,"about_ca_topic_score_gemma":0.02299549,"domain_scores_codex":[0.9984899,0.0008962665,0.00002753806,0.00007996064,0.0001917211,0.0003146726],"domain_scores_gemma":[0.9926927,0.002163756,0.0006780009,0.0006050753,0.0007989059,0.00306159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000126151,0.0005304702,0.0379376,0.0004500111,0.00004967982,0.0003897255,0.01501457,0.0007597518,0.0009492779,0.0850475,0.1875093,0.671236],"study_design_scores_gemma":[0.00003308917,0.0003103769,0.09077802,0.0006087499,0.0000527195,0.0004321636,0.04817949,0.0006311004,0.001278118,0.02548524,0.8321634,0.00004758864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1709463,0.01071944,0.01023537,0.1058736,0.0009837084,0.0001083571,0.0006344086,0.0008760677,0.6996228],"genre_scores_gemma":[0.9203272,0.00532351,0.002348615,0.002331947,0.0004322682,0.00005216721,0.0002272143,0.0001712044,0.06878586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0515637,"threshold_uncertainty_score":0.1724977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00965519160423642,"score_gpt":0.2228585991333023,"score_spread":0.2132034075290659,"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."}}