{"id":"W3180829377","doi":"10.3389/fpsyg.2021.571423","title":"Component Processes of Decision Making in a Community Sample of Precariously Housed Persons: Associations With Learning and Memory, and Health-Risk Behaviors","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Carleton University; Simon Fraser University; BC Mental Health & Substance Use Services; University of British Columbia","funders":"Simon Fraser University","keywords":"Psychology; Component (thermodynamics); Sample (material); Developmental psychology; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004094114,0.0002764082,0.0002367465,0.0008307394,0.0006177921,0.0006219,0.0003142977,0.0002898515,0.0009833936],"category_scores_gemma":[0.002183546,0.0002380269,0.0002089243,0.0003618565,0.0005131388,0.0003290297,0.0006563998,0.0005321948,0.0001179731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371661,"about_ca_system_score_gemma":0.0003472524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624571,"about_ca_topic_score_gemma":0.02976481,"domain_scores_codex":[0.9998833,0.00003029164,0.000008461439,0.00002110148,0.00002629167,0.00003046506],"domain_scores_gemma":[0.9994722,0.0001353746,0.0001606286,0.00005258952,0.00006477271,0.0001144461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001854782,0.0004867267,0.9910471,0.000009807594,0.00002578844,0.00008617272,0.002622465,0.00008660898,0.0008785751,0.00004983088,0.00003218655,0.004489268],"study_design_scores_gemma":[0.000005710068,0.0002384912,0.9963635,0.000003861293,0.000008218805,0.0001180083,0.00237001,0.000622183,0.0001108175,0.0001229275,0.00003185498,0.00000445993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999931,0.000006840126,0.00001938994,0.0000028625,1.774094e-7,0.000003250273,0.00000670184,4.369311e-7,0.00002944564],"genre_scores_gemma":[0.9998455,0.00001084653,0.00006054141,0.00000337275,6.118375e-7,0.000003054314,0.00002422024,4.111045e-7,0.00005143122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624571,"threshold_uncertainty_score":0.03230226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532783292240037,"score_gpt":0.4387758131575713,"score_spread":0.3834479802351709,"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."}}