{"id":"W4247741690","doi":"10.32920/ryerson.14644617","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":[0.0002894806,0.0002920832,0.0002005721,0.001275326,0.005041997,0.002123218,0.0004245726,0.0003561457,0.01378658],"category_scores_gemma":[0.0008032871,0.0001975011,0.000279968,0.004119856,0.001479339,0.0007799828,0.001886771,0.0004459881,0.0004966385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02771373,"about_ca_system_score_gemma":0.02426701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9372381,"about_ca_topic_score_gemma":0.9849894,"domain_scores_codex":[0.9995893,0.00004406507,0.00001502318,0.00004216692,0.00009910027,0.0002103675],"domain_scores_gemma":[0.9993455,0.00008985144,0.0001417959,0.00001954764,0.0001291426,0.0002742342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002723659,0.000088729,0.3851286,0.002537936,0.0000696491,0.01104921,0.4309096,0.0008909204,0.001978781,0.04498961,0.04416114,0.07792344],"study_design_scores_gemma":[0.00001185188,0.0001038659,0.5056602,0.0006997708,0.00004806955,0.001122571,0.360564,0.0001213365,0.0002784464,0.0007489764,0.1306099,0.00003102201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024787,0.005618241,0.000204189,0.001951622,0.00009492647,0.00007677738,0.004725656,0.00002548385,0.08482446],"genre_scores_gemma":[0.9729502,0.004200265,0.000426433,0.0002035011,0.0000170548,0.000062938,0.001266962,0.00001378246,0.02085892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0627619,"threshold_uncertainty_score":0.2010781,"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."}}