{"id":"W4391983180","doi":"10.32920/25254283.v1","title":"Child and Youth Care across Sectors, Volume 1: Canadian Perspectives","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Context (archaeology); Political science; Public relations; Adventure; Child care; Sociology; Nursing; Medicine; Geography","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":[0.002864217,0.00121579,0.0008898278,0.005071267,0.01930927,0.0168735,0.002075155,0.003888848,0.02703741],"category_scores_gemma":[0.003516036,0.0007896944,0.0005984859,0.01918499,0.007531321,0.005108889,0.004148847,0.004470616,0.002240855],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1540857,"about_ca_system_score_gemma":0.3015853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872087,"about_ca_topic_score_gemma":0.9946821,"domain_scores_codex":[0.9966808,0.0003121789,0.0001294466,0.0002805178,0.00138134,0.001215759],"domain_scores_gemma":[0.996986,0.0002991977,0.0001294188,0.0000740904,0.001154174,0.001357135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002207626,0.00003762127,0.002154399,0.0008111018,0.000007803314,0.000242108,0.01759464,0.0001365792,0.0001923183,0.07450026,0.8328881,0.07141307],"study_design_scores_gemma":[0.000002523647,0.000004301876,0.00441859,0.0006535875,0.000005649983,0.00008870544,0.01065304,0.0000213098,0.00002591166,0.001623013,0.9824869,0.00001637728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006738117,0.4485328,0.0003409861,0.2116715,0.0113332,0.00008171204,0.002085173,0.0001006932,0.3191159],"genre_scores_gemma":[0.1039789,0.6073619,0.001756467,0.03874336,0.003254471,0.000145417,0.00209058,0.0002921078,0.2423768],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1540857,"threshold_uncertainty_score":0.9811406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297696479433768,"score_gpt":0.2835996292041092,"score_spread":0.2706226644097716,"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."}}