{"id":"W3036413052","doi":"10.13140/rg.2.2.20506.26564","title":"Choices Post Discharge Project. Evaluation Report","year":2019,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04755438,0.002065688,0.00293082,0.00232221,0.005921063,0.004348171,0.00411337,0.002818564,0.08807749],"category_scores_gemma":[0.09021742,0.001810074,0.003243032,0.002876485,0.002788343,0.004478595,0.007766832,0.004866318,0.01865034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007927525,"about_ca_system_score_gemma":0.03912364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06561195,"about_ca_topic_score_gemma":0.06153549,"domain_scores_codex":[0.9605822,0.02413579,0.002937002,0.001457769,0.007463003,0.003424262],"domain_scores_gemma":[0.9168745,0.02268547,0.006218087,0.009216861,0.03007952,0.01492548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.2837846,0.03710429,0.02471659,0.005518023,0.0008410366,0.0002857075,0.004541453,0.0009720195,0.0005129175,0.002975785,0.3402475,0.2985],"study_design_scores_gemma":[0.306932,0.06114795,0.2460288,0.007248729,0.002084835,0.0001880902,0.01713804,0.001110296,0.004101321,0.005345115,0.3481815,0.0004931794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2310739,0.001458231,0.00366138,0.01498581,0.004396661,0.2670226,0.3825573,0.001183184,0.09366077],"genre_scores_gemma":[0.2147213,0.00151545,0.01453936,0.004962171,0.0005177567,0.5753259,0.1049044,0.0006189808,0.08289471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08807749,"threshold_uncertainty_score":0.2946485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218433820142796,"score_gpt":0.5090426506682796,"score_spread":0.387199268654,"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."}}