{"id":"W4393037999","doi":"10.1080/0145935x.2026.2656753","title":"The Strengths/Structured Assessment for Youth (S/SAY): Evaluating Strengths in a Case Study of a Justice-Involved Youth","year":2024,"lang":"en","type":"preprint","venue":"Child & Youth Services","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais","funders":"Social Sciences and Humanities Research Council","keywords":"Strengths and weaknesses; Economic Justice; Psychology; Political science; Applied psychology; Social psychology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002807166,0.0003568761,0.0002872843,0.00102842,0.002563457,0.0007078734,0.0008575656,0.0006379046,0.001269413],"category_scores_gemma":[0.006603402,0.0002484467,0.0003788558,0.0004933592,0.001461905,0.0007089887,0.002313827,0.001282598,0.0001428219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441103,"about_ca_system_score_gemma":0.004203788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009712631,"about_ca_topic_score_gemma":0.03991444,"domain_scores_codex":[0.9990743,0.0004765957,0.00007357808,0.00005849329,0.0001618876,0.0001551216],"domain_scores_gemma":[0.9983519,0.0005452976,0.0001708989,0.00006686477,0.0003670726,0.0004979635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0004255321,0.003848405,0.2878643,0.0006314243,0.00006799153,0.1008527,0.3709697,0.001415253,0.01521065,0.004942102,0.009117811,0.2046542],"study_design_scores_gemma":[0.0001145296,0.003877855,0.2548658,0.0008088973,0.0001771779,0.08234459,0.6064284,0.005175787,0.01514336,0.005152708,0.0257063,0.000204644],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923488,0.00008706158,0.001920962,0.0007255149,0.00002944582,0.0003163268,0.00005571946,0.00001649463,0.004499809],"genre_scores_gemma":[0.9871739,0.0002541882,0.009901527,0.00009224323,0.000007706332,0.000184795,0.00004295723,0.00001245804,0.002330313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009712631,"threshold_uncertainty_score":0.0193122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05176695592938487,"score_gpt":0.4086061921262378,"score_spread":0.356839236196853,"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."}}