{"id":"W7056904558","doi":"","title":"Grangegorman Sustainability Strategy","year":2014,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Urban sustainability; Sustainable development; Quarter (Canadian coin); Design strategy; Best practice; Sustainability organizations; Social sustainability","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":[0.0002892276,0.0002396031,0.0002547126,0.0002405343,0.0002407677,0.00006627902,0.0007187597,0.0004050404,0.0002362921],"category_scores_gemma":[0.0001265824,0.0002337799,0.0001210826,0.0009475769,0.0003531236,0.0003518219,0.0001362574,0.00050636,0.0002102131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218104,"about_ca_system_score_gemma":0.00003538307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003206673,"about_ca_topic_score_gemma":0.00002743099,"domain_scores_codex":[0.9986755,0.00006795435,0.0002003872,0.0003952349,0.0001839737,0.0004769294],"domain_scores_gemma":[0.9988911,0.0001186879,0.00004120055,0.0006220622,0.0001467295,0.0001801918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004075067,0.0002955544,0.000607587,0.00009879762,0.00006202644,0.00005524562,0.00006963004,0.004504047,0.002682084,0.9250718,0.01327014,0.05324236],"study_design_scores_gemma":[0.002676784,0.0003673901,0.006239192,0.00002496414,0.0001035333,0.0000294118,0.002186453,0.1500359,0.007262823,0.09129841,0.7383105,0.001464719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8072254,0.00007010021,0.142246,0.00357624,0.0001219156,0.0006472229,0.00004518848,0.005588015,0.04047992],"genre_scores_gemma":[0.9975367,0.00003810299,0.000889588,0.00006286636,0.0000400577,0.000005571045,0.00004173463,0.00001920029,0.001366243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8337734,"threshold_uncertainty_score":0.9533269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009623209876386119,"score_gpt":0.1847288399618623,"score_spread":0.1751056300854761,"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."}}