{"id":"W4391762716","doi":"10.1007/978-3-031-17299-1_2939","title":"Calgary, Sustainable","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003700561,0.00113654,0.0006084693,0.00204766,0.003514987,0.005221114,0.001087657,0.00187434,0.2115956],"category_scores_gemma":[0.00117309,0.0006215705,0.0003342375,0.004119322,0.001222779,0.002651391,0.002174798,0.005043569,0.05867326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009469768,"about_ca_system_score_gemma":0.006153383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2675341,"about_ca_topic_score_gemma":0.6501321,"domain_scores_codex":[0.9996544,0.00003066933,0.000009890688,0.00009634718,0.0001586205,0.00005005228],"domain_scores_gemma":[0.9997138,0.00003187528,0.00001275885,0.00005306037,0.0001390623,0.00004934897],"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":[0.00002823774,0.00002347434,0.0002573758,0.0000889892,0.000005212966,0.0001136359,0.0004266694,0.0003715891,0.0002430774,0.08453918,0.7189433,0.1949593],"study_design_scores_gemma":[0.000002578525,0.000002698782,0.0002817488,0.00005559545,0.000001440141,0.00001630541,0.0001244482,0.00004260522,0.00006426726,0.004504102,0.9949014,0.000002774034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005373695,0.01031914,0.0006013841,0.002848017,0.0008456036,0.00002784903,0.0006542874,0.0001375119,0.9840288],"genre_scores_gemma":[0.002140914,0.002794072,0.0003370136,0.0005571514,0.00005500711,0.00001633798,0.0001909157,0.00009374121,0.9938149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7324659,"threshold_uncertainty_score":0.7078578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07061910120472291,"score_gpt":0.2288554670461465,"score_spread":0.1582363658414236,"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."}}