{"id":"W4395039252","doi":"10.3390/youth4020039","title":"The Work of Youth Homelessness Prevention in Ontario: Points of Frustration, Points of Potential","year":2024,"lang":"en","type":"article","venue":"Youth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Trent University","funders":"Networks of Centres of Excellence of Canada; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Cognitive reframing; Empowerment; Work (physics); Politics; Public relations; Sociology; Political science; Psychology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009666651,0.0001144686,0.0004488975,0.000107812,0.000143744,0.000009699131,0.0001840219,0.0001905514,0.0001828633],"category_scores_gemma":[0.00006836854,0.00008478265,0.0001148635,0.000405325,0.0000983443,0.0001085679,0.00006701597,0.0003757335,0.00001298805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009181913,"about_ca_system_score_gemma":0.0005105673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04935765,"about_ca_topic_score_gemma":0.2464598,"domain_scores_codex":[0.9980438,0.0003732994,0.0008478081,0.00017439,0.0003081534,0.0002525232],"domain_scores_gemma":[0.9990944,0.0001410332,0.0003027394,0.0002310209,0.000189128,0.00004164278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002303346,0.000205595,0.3754197,0.0006532561,0.00009382247,0.000003658224,0.6088732,0.00001384591,0.0001224746,0.01019644,0.00001404903,0.004173609],"study_design_scores_gemma":[0.0007621989,0.0000894668,0.4552888,0.002112486,0.0001024282,3.053281e-8,0.534052,0.00001459962,0.0005550708,0.006839663,0.00004592765,0.0001373537],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966017,0.0003387356,0.0001425438,0.00008956665,0.0008197841,0.0004405823,0.00006875403,0.00002101169,0.001477349],"genre_scores_gemma":[0.9990689,0.00004567327,0.00004427429,0.000003553386,0.00007420067,0.00001851836,0.00005057298,0.00001799158,0.0006763646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971021,"threshold_uncertainty_score":0.9569728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05114732503164025,"score_gpt":0.3573335478261834,"score_spread":0.3061862227945432,"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."}}