{"id":"W2772184133","doi":"10.11575/prism/5341","title":"School Work, Adolescent Depression and the Classroom","year":2017,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Work (physics); Depression (economics); Developmental psychology; Pedagogy","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":[0.0003597624,0.0001790097,0.0002220951,0.0009611379,0.001357398,0.001551334,0.0004719718,0.0003445921,0.003186096],"category_scores_gemma":[0.001453181,0.0001858318,0.000258709,0.0008936551,0.0006108612,0.0003536032,0.000844582,0.0007247142,0.0002111851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839186,"about_ca_system_score_gemma":0.001825911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1916135,"about_ca_topic_score_gemma":0.3606789,"domain_scores_codex":[0.9995717,0.0001087301,0.00002199963,0.00003856155,0.0001097413,0.0001492091],"domain_scores_gemma":[0.9984243,0.0001954253,0.0005387875,0.00005277225,0.0001483088,0.0006404162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003669352,0.0002984925,0.9863369,0.00002004797,0.00003446482,0.0001186372,0.0006377209,0.00004156204,0.00008767642,0.0002409528,0.000310508,0.01183631],"study_design_scores_gemma":[0.00000315582,0.00003597776,0.9975781,0.00002559042,0.00001443287,0.00004608525,0.00174667,0.00003691168,0.00001957503,0.00005633322,0.0004355052,0.000001612354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941735,0.002018526,0.00002026805,0.0003970304,0.00001397107,0.000006279666,0.00009003905,0.000003511947,0.003276756],"genre_scores_gemma":[0.9981993,0.001080978,0.00002741806,0.00003933629,0.00001225003,0.000004001732,0.00006211486,0.000001157767,0.0005734343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916135,"threshold_uncertainty_score":0.3809964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136864505053545,"score_gpt":0.2371622112361624,"score_spread":0.2234757607308079,"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."}}