{"id":"W4399320445","doi":"10.3390/youth4020054","title":"Talking about Homelessness and School: Recommendations from Canadian Young People Who Have Experienced Homelessness","year":2024,"lang":"en","type":"article","venue":"Youth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Poverty; Sociology; Criminology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004302092,0.0003142322,0.0007680567,0.0003206229,0.001802172,0.000292393,0.0002939644,0.0003768343,0.001946925],"category_scores_gemma":[0.0001342304,0.0002999558,0.00008381177,0.0005306021,0.00009318803,0.0005168054,0.0001478415,0.0007972266,0.0003267392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047457,"about_ca_system_score_gemma":0.0008388081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5057564,"about_ca_topic_score_gemma":0.9257843,"domain_scores_codex":[0.9972849,0.0003311921,0.0005616282,0.0006366897,0.0002798373,0.0009057534],"domain_scores_gemma":[0.9983332,0.0002991211,0.0001103719,0.0003780242,0.0001694163,0.0007098388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008793682,0.00001378695,0.291847,0.0001402907,0.00004672474,0.00001835008,0.6987458,0.000001261831,0.00001654264,0.002515782,0.0001153893,0.006530342],"study_design_scores_gemma":[0.0003383309,0.0000130089,0.176285,0.0008560914,0.00004836,1.971977e-7,0.8172668,0.0003294233,0.00002269944,0.000614865,0.00384436,0.0003808411],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768443,0.002450759,0.0002454858,0.0005545825,0.002409444,0.0005594697,0.0008885846,0.0002766006,0.01577077],"genre_scores_gemma":[0.9963372,0.0006486449,0.00006847151,0.0001157323,0.0008325171,0.0002834369,0.0004160991,0.00008740718,0.001210475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4200279,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331330660321678,"score_gpt":0.3584816987234735,"score_spread":0.3253486326913057,"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."}}