{"id":"W2146224001","doi":"10.32920/24084855.v1","title":"To Build on Hope: Overcoming the Challenges Facing Newcomer Youth at Risk in Ontario","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Immigration; Political science; Settlement (finance); Public relations; Public administration; Economic growth; Business; Law; Economics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001578062,0.0003292688,0.000388743,0.0006971144,0.02125534,0.004959465,0.001536328,0.001122917,0.0040309],"category_scores_gemma":[0.003004571,0.0003214972,0.0003888039,0.001340459,0.005548154,0.002232711,0.005781304,0.002374301,0.0003308652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03584358,"about_ca_system_score_gemma":0.07152793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9420458,"about_ca_topic_score_gemma":0.9875245,"domain_scores_codex":[0.998259,0.0003437512,0.00003831989,0.00009712992,0.0003369753,0.0009248146],"domain_scores_gemma":[0.9969293,0.0002148153,0.0003163762,0.00008465864,0.0006177236,0.001837085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004485568,0.00007654456,0.0714081,0.00008606563,0.00001089069,0.001339039,0.8964317,0.00004272797,0.000394624,0.002503095,0.010407,0.0172554],"study_design_scores_gemma":[0.000003197085,0.0000232298,0.02301478,0.00006261753,0.000007035926,0.0001147246,0.9565462,0.00003129732,0.00007430643,0.0001994794,0.0199113,0.00001184868],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722089,0.000678044,0.000143375,0.009993681,0.0001242297,0.00006747857,0.0001205529,0.00001537551,0.01664842],"genre_scores_gemma":[0.9834082,0.00125519,0.0003240965,0.001138528,0.00002374402,0.00004410143,0.00008520952,0.00001943368,0.01370139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05795419,"threshold_uncertainty_score":0.2600646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412068529955097,"score_gpt":0.3538578711232026,"score_spread":0.2126510181276929,"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."}}