{"id":"W4361003169","doi":"10.1080/02722011.2023.2170155","title":"Mapping Homelessness Research in Canada","year":2023,"lang":"en","type":"article","venue":"The American Review of Canadian Studies","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Toronto","funders":"Mitacs; University of Toronto","keywords":"Sociology; Politics; Qualitative research; Perspective (graphical); Social research; Criminology; Political science; Social science; Law","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02714022,0.0008849642,0.003324426,0.04473851,0.008707782,0.01187153,0.003024555,0.001605775,0.003581907],"category_scores_gemma":[0.08072864,0.0008616265,0.001733913,0.09110107,0.004635006,0.003087001,0.004233386,0.001588362,0.0002770276],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1423511,"about_ca_system_score_gemma":0.4553065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866132,"about_ca_topic_score_gemma":0.9902558,"domain_scores_codex":[0.9702589,0.007214509,0.004337983,0.002530542,0.0123441,0.003313993],"domain_scores_gemma":[0.8578681,0.04364147,0.0117597,0.002095242,0.08059417,0.004041294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002884506,0.0001005216,0.1118811,0.2815576,0.002936247,0.001630252,0.09859307,0.00110289,0.001180486,0.01794807,0.05544059,0.4273407],"study_design_scores_gemma":[0.00008872568,0.0001346614,0.2824395,0.3451091,0.004059344,0.0005776423,0.1099381,0.0004238177,0.0006795568,0.002056214,0.254243,0.0002503409],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03208587,0.93384,0.0006821925,0.01365849,0.0006500772,0.0004027685,0.005006172,0.00004893556,0.01362552],"genre_scores_gemma":[0.3008592,0.6864762,0.002830429,0.005089588,0.0002371424,0.0006476334,0.002517846,0.0000547768,0.001287152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9552615,"threshold_uncertainty_score":0.9947512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2807284956975126,"score_gpt":0.5148420818692729,"score_spread":0.2341135861717603,"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."}}