{"id":"W4248433285","doi":"10.32920/ryerson.14647008.v1","title":"Vertical children in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Thriving; Population; Geography; Business; Sociology; Social science; Demography","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":[0.0002981037,0.0002806762,0.0001991792,0.001261305,0.004954882,0.002099784,0.0004200153,0.0003551581,0.01338381],"category_scores_gemma":[0.0008265344,0.0001927241,0.0002729081,0.00411659,0.001479762,0.0007890012,0.001895015,0.000437769,0.0004709057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02713265,"about_ca_system_score_gemma":0.02435311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9348429,"about_ca_topic_score_gemma":0.984109,"domain_scores_codex":[0.9995878,0.00004497698,0.00001568752,0.00004213953,0.00009985061,0.0002094805],"domain_scores_gemma":[0.9993309,0.00009412658,0.0001463413,0.00001954816,0.0001329247,0.0002761821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000266536,0.0000847702,0.3848185,0.002562969,0.00006871379,0.01085324,0.4369369,0.0008462687,0.001955497,0.0444939,0.04132942,0.07578336],"study_design_scores_gemma":[0.00001144689,0.0001027831,0.4986049,0.0007098688,0.00004760961,0.00110463,0.3727673,0.0001162158,0.0002732324,0.0007364585,0.1254952,0.00003028543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063742,0.005594413,0.0001955023,0.001928969,0.00009129263,0.00007377783,0.00441272,0.00002307048,0.0813061],"genre_scores_gemma":[0.9744052,0.004162228,0.000401491,0.0002013319,0.00001635301,0.0000607756,0.001191234,0.00001272896,0.01954859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06515712,"threshold_uncertainty_score":0.1968621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0481182553749851,"score_gpt":0.4482145932009787,"score_spread":0.4000963378259936,"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."}}