{"id":"W7000285715","doi":"","title":"Ethical Urbanism: Cultivating Compassion to Drive the Development of Sustainable Urban Landscapes","year":2023,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compassion; Commodification; Sustainability; Sustainable development; Redevelopment; Sustainable living; Natural (archaeology); Urban planning; Duty","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":[0.003909509,0.0002921386,0.0001562932,0.0004340028,0.008165775,0.007574577,0.0006586987,0.001243131,0.003780814],"category_scores_gemma":[0.002771455,0.0002136637,0.0002720218,0.0004237359,0.01735942,0.002425895,0.005501319,0.002304761,0.0006303694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008320864,"about_ca_system_score_gemma":0.01487454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249464,"about_ca_topic_score_gemma":0.05342046,"domain_scores_codex":[0.9965109,0.00240402,0.00004493657,0.0001498956,0.0004878667,0.0004023206],"domain_scores_gemma":[0.9984824,0.0005137019,0.0001718778,0.0001197073,0.0002447636,0.0004676176],"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":[0.00004324649,0.000244671,0.005962905,0.000388862,0.00001671223,0.0005006798,0.3090738,0.00119011,0.002383818,0.5457343,0.03837957,0.09608125],"study_design_scores_gemma":[0.00003075056,0.0002122169,0.006949286,0.0005738552,0.00001836809,0.0004582307,0.1844121,0.00130992,0.001746126,0.1059036,0.6983485,0.00003705944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2093596,0.00132164,0.04205131,0.03834368,0.0002818726,0.0004856894,0.00004093491,0.00009433656,0.7080208],"genre_scores_gemma":[0.9273942,0.001497175,0.01608645,0.003313865,0.00004401016,0.0002608584,0.00002689667,0.00006064148,0.0513159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01249464,"threshold_uncertainty_score":0.06037241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409053499062146,"score_gpt":0.2251626680095852,"score_spread":0.2110721330189637,"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."}}