{"id":"W4401810061","doi":"10.55016/ojs/sppp.v16i1.77989","title":"How Many Housed People in Calgary are at Risk of Homelessness?","year":2023,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Gerontology; Psychology; Environmental health; Medicine","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":[0.000422828,0.0002236909,0.0002598751,0.001201176,0.001386418,0.001616012,0.000772905,0.0009768314,0.001709985],"category_scores_gemma":[0.003019992,0.0003255103,0.0004173739,0.001780476,0.0009502853,0.001412564,0.0008830985,0.001359848,0.0004643489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941561,"about_ca_system_score_gemma":0.001508147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4743284,"about_ca_topic_score_gemma":0.5958765,"domain_scores_codex":[0.9996179,0.00005528954,0.0000277828,0.00004428106,0.00009559327,0.0001591436],"domain_scores_gemma":[0.9989765,0.0001282662,0.0003885234,0.00002662716,0.0002332096,0.000246966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000216891,0.00002845703,0.9677555,0.00008839119,0.00006453173,0.0002477031,0.002941134,0.0001411923,0.00007192851,0.0002316893,0.005990645,0.02241716],"study_design_scores_gemma":[0.000003274306,0.00002466091,0.9838388,0.0001787574,0.000038856,0.0002410811,0.01351601,0.0001554535,0.00003919314,0.0002115775,0.00173738,0.00001492885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660438,0.005666816,0.0003099017,0.01663627,0.0001795073,0.0000462484,0.002179338,0.00001959259,0.008918473],"genre_scores_gemma":[0.9879692,0.007374428,0.0003002294,0.001978811,0.00007645827,0.00002720366,0.001061058,0.000004049189,0.001208708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5256716,"threshold_uncertainty_score":0.943135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879767313419718,"score_gpt":0.3850548050114732,"score_spread":0.316257131877276,"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."}}