{"id":"W4402759482","doi":"10.3138/cjccj-2024-0016","title":"The Administration of Youth Justice Through the Lens of Community-Based Service Providers: Risk Factors and Programming Challenges","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Service provider; Economic Justice; Administration (probate law); Service (business); Business; Public relations; Lens (geology); Political science; Marketing; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01035964,0.0004764964,0.0004862691,0.002131533,0.02262101,0.01319351,0.003924031,0.001906804,0.002761341],"category_scores_gemma":[0.01747383,0.000565092,0.0003914933,0.002194752,0.01158242,0.004936048,0.01212757,0.005205878,0.000189731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02768493,"about_ca_system_score_gemma":0.1012979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5691144,"about_ca_topic_score_gemma":0.7315167,"domain_scores_codex":[0.9794982,0.01287142,0.0003082958,0.0007511078,0.001950741,0.004620139],"domain_scores_gemma":[0.9848557,0.003494526,0.00150991,0.0004704235,0.002170962,0.007498526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003259623,0.0005448983,0.09061337,0.000193708,0.00003414896,0.00139048,0.7935574,0.0001521228,0.0003610203,0.03350941,0.008513262,0.07109755],"study_design_scores_gemma":[0.00001294538,0.0001015044,0.02552664,0.0006914969,0.00002924443,0.0003960723,0.943501,0.0003952463,0.0001439998,0.00576687,0.02340517,0.00002982035],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444267,0.003093726,0.004277979,0.1138551,0.0003145812,0.0003474685,0.0001304265,0.00007195448,0.0334822],"genre_scores_gemma":[0.9930483,0.001252866,0.001811229,0.001935884,0.00006259439,0.0001177812,0.00001945732,0.00002664847,0.001725289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308856,"threshold_uncertainty_score":0.8668464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801415743005043,"score_gpt":0.3453334849926995,"score_spread":0.1651919106921952,"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."}}