{"id":"W1488119314","doi":"10.26522/tl.v1i2.109","title":"Youth Resiliency: Assessing Students' Capacity for Success at School","year":2003,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Resilience and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Construct (python library); Positive Youth Development; Developmental psychology; Adolescent development; Applied psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002440918,0.0005550835,0.0004877209,0.002957809,0.0008117282,0.001261502,0.0008141715,0.0005561689,0.005454179],"category_scores_gemma":[0.005019273,0.0003725393,0.001148359,0.00120742,0.0006692,0.001218976,0.001850111,0.001584006,0.0009293885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008053876,"about_ca_system_score_gemma":0.001338369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006269768,"about_ca_topic_score_gemma":0.01547185,"domain_scores_codex":[0.9990711,0.0001282282,0.0001630611,0.00006687389,0.0003359135,0.000234892],"domain_scores_gemma":[0.9960629,0.0004262058,0.001154624,0.0001857029,0.000812481,0.001357984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009347253,0.001037902,0.9499026,0.000205785,0.0001232579,0.0001163004,0.002540562,0.0004483683,0.0008270713,0.0005236333,0.004345357,0.03983568],"study_design_scores_gemma":[0.000009249422,0.0002922943,0.9939393,0.00005620294,0.00002932746,0.00008692977,0.001348302,0.0003782817,0.0004285976,0.0003242749,0.003087373,0.00001990173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848766,0.0002497868,0.0006453012,0.000253072,0.0000516695,0.0003663617,0.001662177,0.0001446714,0.01175029],"genre_scores_gemma":[0.9918759,0.0003230264,0.00219797,0.00004791149,0.0000151269,0.0003790266,0.001477736,0.00002402299,0.003659155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006269768,"threshold_uncertainty_score":0.01824605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468935390455197,"score_gpt":0.4161577085906379,"score_spread":0.3692641695451183,"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."}}