{"id":"W4226182173","doi":"10.1016/j.geoforum.2022.03.005","title":"Neighbourhood participation and social inclusion: Case studies of Calgary, Alberta","year":2022,"lang":"en","type":"article","venue":"Geoforum","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Neighbourhood (mathematics); Inclusion (mineral); Sociology; Geography; Political science; Gender studies; Economic growth; Economic geography; Regional science; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001495429,0.0004613809,0.0005644818,0.001727193,0.01877408,0.004467462,0.002544074,0.001684802,0.0037126],"category_scores_gemma":[0.001950336,0.0003332273,0.000343455,0.005924764,0.005724308,0.0008977447,0.004875621,0.001421829,0.00027109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03942104,"about_ca_system_score_gemma":0.03949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9792154,"about_ca_topic_score_gemma":0.9961475,"domain_scores_codex":[0.9981896,0.0005770985,0.00003011152,0.000105461,0.0002923245,0.0008053056],"domain_scores_gemma":[0.9985439,0.0004396459,0.0001105187,0.00008006334,0.0003555892,0.0004704596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00113085,0.001430537,0.2594663,0.0008744082,0.000248209,0.02933561,0.5068698,0.005241748,0.001773151,0.03905608,0.01544306,0.1391302],"study_design_scores_gemma":[0.00006343333,0.0001910056,0.1985121,0.0003726014,0.0001006892,0.001006279,0.7576941,0.00105481,0.000440871,0.001742066,0.03875571,0.0000664687],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685073,0.001165714,0.0002655359,0.000913902,0.00002320922,0.000098263,0.0001583091,0.000009152915,0.02885853],"genre_scores_gemma":[0.9859757,0.00104298,0.000443762,0.0001759709,0.000006492183,0.0000364087,0.0001119351,0.000009361885,0.01219749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03942104,"threshold_uncertainty_score":0.2860211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594437568694275,"score_gpt":0.3321529416193236,"score_spread":0.2962085659323808,"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."}}