{"id":"W7046957964","doi":"","title":"Embedding net zero practice and managing the decarbonising of built environments: domains of nudging, tugging and mooring change","year":2025,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Conversation; Net (polyhedron); Best practice; Zero (linguistics); European commission; Baseline (sea); Climate change","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":[0.01802199,0.0004769396,0.0003758128,0.001285989,0.006837904,0.01259599,0.002035023,0.003993592,0.003681862],"category_scores_gemma":[0.01479033,0.0003511998,0.0004480733,0.001044424,0.04569948,0.01141296,0.01750315,0.004348332,0.000568315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008527156,"about_ca_system_score_gemma":0.01731068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003815362,"about_ca_topic_score_gemma":0.00751691,"domain_scores_codex":[0.9850055,0.009984628,0.0004486794,0.0009482466,0.002045182,0.001567858],"domain_scores_gemma":[0.9855194,0.007816236,0.001741773,0.001952611,0.001206183,0.001763789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005937792,0.0001562664,0.007029843,0.0005797094,0.00003035349,0.0005802697,0.1949343,0.001978878,0.002786782,0.6855194,0.003826761,0.1025181],"study_design_scores_gemma":[0.00002016007,0.0002653857,0.004676188,0.001389488,0.00002516066,0.0003110972,0.225441,0.002132805,0.002891477,0.5364732,0.2262918,0.00008220489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.404951,0.004777717,0.1418873,0.1308376,0.0008737955,0.000311108,0.00005288601,0.0003049278,0.3160037],"genre_scores_gemma":[0.9812696,0.001164183,0.01036719,0.001402122,0.00004247768,0.00005841673,0.00001122274,0.0000447189,0.005640136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01802199,"threshold_uncertainty_score":0.09531051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223551798571152,"score_gpt":0.3029846638357202,"score_spread":0.2807491458500087,"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."}}