{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006543483,0.0002924661,0.0004764053,0.000743139,0.03404348,0.006204355,0.001909156,0.001827011,0.002339872],"category_scores_gemma":[0.008177457,0.0004576535,0.0004317247,0.001604075,0.02450436,0.002251468,0.006484797,0.003088755,0.0001784844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1099018,"about_ca_system_score_gemma":0.1947857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9669257,"about_ca_topic_score_gemma":0.9873344,"domain_scores_codex":[0.990833,0.003214072,0.0002681332,0.0003887837,0.001748078,0.00354786],"domain_scores_gemma":[0.9925359,0.002138243,0.000749265,0.0002910336,0.001198921,0.003086552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005503431,0.00006199346,0.04639814,0.0004001444,0.00002468438,0.001312283,0.8760743,0.000218165,0.0006435228,0.01969955,0.01943018,0.03568207],"study_design_scores_gemma":[0.00001659074,0.00006352332,0.03865161,0.0004238891,0.00002293551,0.000202801,0.8678927,0.0001516205,0.0001811519,0.002855569,0.08949301,0.00004462001],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6938534,0.007092868,0.001795774,0.2348126,0.0006858517,0.0001696676,0.000165758,0.00008290615,0.06134111],"genre_scores_gemma":[0.9820901,0.002778155,0.0007163732,0.0049399,0.00007161112,0.00006615428,0.00003194594,0.00002722545,0.009278447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099018,"threshold_uncertainty_score":0.7973971,"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."}}