{"id":"W3216149804","doi":"","title":"MESSIER ET AL: IDENTIFICATION OF EPISODIC AND CHRONIC HOMELESS SHELTER USE","year":2021,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Medicine; Psychology; Gerontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001716643,0.0001406556,0.0002677724,0.003430259,0.001919376,0.002196755,0.0007837482,0.0007910833,0.007900946],"category_scores_gemma":[0.01608541,0.0001381794,0.0002219806,0.002721296,0.0012772,0.001792082,0.002178876,0.0007530955,0.0003925959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040996,"about_ca_system_score_gemma":0.001643893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02841876,"about_ca_topic_score_gemma":0.03898326,"domain_scores_codex":[0.9989877,0.0003523841,0.0001417277,0.00007609237,0.0002560319,0.0001860059],"domain_scores_gemma":[0.9952381,0.001711815,0.00129861,0.0002459803,0.001013489,0.0004920214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001816478,0.0003254838,0.8600867,0.0005117425,0.0001244152,0.0008456744,0.033749,0.00004155899,0.0003282782,0.005178323,0.01427008,0.08435714],"study_design_scores_gemma":[0.00003220125,0.00009344268,0.8956018,0.0007977456,0.0001301592,0.001167615,0.08112467,0.0001054582,0.0005933351,0.001605508,0.01871977,0.00002826043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643629,0.004879557,0.0003627063,0.008735557,0.0001592375,0.000103007,0.0007779976,0.00001594724,0.02060306],"genre_scores_gemma":[0.9929454,0.002085169,0.0001860198,0.001155392,0.00006426466,0.00004662663,0.0002074073,0.000005004504,0.003304688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02841876,"threshold_uncertainty_score":0.05650669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020484022647599,"score_gpt":0.2933739474195074,"score_spread":0.2631691071930314,"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."}}