{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002101887,0.001024709,0.0003398595,0.00204026,0.002355197,0.007534829,0.001578614,0.003472679,0.04671567],"category_scores_gemma":[0.001927118,0.0005357642,0.0005074774,0.001609481,0.001200383,0.002277292,0.00443123,0.00262146,0.02350771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093401,"about_ca_system_score_gemma":0.02016364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04370235,"about_ca_topic_score_gemma":0.07585019,"domain_scores_codex":[0.9977652,0.0004496925,0.00007249451,0.0003897332,0.0009088614,0.0004140755],"domain_scores_gemma":[0.9992149,0.00006031425,0.00006743844,0.00008702034,0.000382915,0.000187349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001974265,0.00008017713,0.00205133,0.0004665725,0.00002706041,0.0005794679,0.0008085399,0.002308967,0.002051778,0.2801178,0.5622841,0.149027],"study_design_scores_gemma":[0.000003554942,0.000006855978,0.0002529084,0.00004361375,0.00000110566,0.00003737058,0.0001256144,0.00004524549,0.0001182869,0.001076977,0.9982839,0.00000451101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01077417,0.007661036,0.007286191,0.02032047,0.001735277,0.0002739407,0.003325722,0.001686218,0.9469369],"genre_scores_gemma":[0.05586448,0.004033838,0.01190328,0.005256749,0.00007827405,0.0003137451,0.003659926,0.0006433704,0.9182463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04671567,"threshold_uncertainty_score":0.1562795,"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."}}