{"id":"W2761891134","doi":"10.1111/bjdp.12212","title":"Developmental cascade models linking peer victimization, depression, and academic achievement in Chinese children","year":2017,"lang":"en","type":"article","venue":"British Journal of Developmental Psychology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Fundamental Research Funds for the Central Universities; National Office for Philosophy and Social Sciences","keywords":"Academic achievement; Psychology; Peer victimization; Depression (economics); Developmental psychology; Peer group; Clinical psychology; Poison control; Suicide prevention; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001095363,0.0003090349,0.000493415,0.0003690529,0.0007648856,0.0001697779,0.0007425546,0.0004432028,0.0003168686],"category_scores_gemma":[0.0001814146,0.0003204302,0.00007587493,0.0001760602,0.0002080934,0.0008284863,0.000266506,0.000989771,0.00002037398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344942,"about_ca_system_score_gemma":0.0001374363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001441882,"about_ca_topic_score_gemma":0.0001814316,"domain_scores_codex":[0.9970832,0.0001963437,0.001198596,0.000537669,0.0004783375,0.0005058058],"domain_scores_gemma":[0.9982433,0.00005122174,0.001084652,0.0001711514,0.0002217283,0.0002279102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002031988,0.0002885123,0.9287374,0.000009702946,0.0001362344,0.0003693699,0.003202175,0.0001056934,0.0005646427,0.00003612519,0.003284067,0.06306286],"study_design_scores_gemma":[0.004557336,0.00005085441,0.9762116,0.0005828282,0.00001960356,0.0159287,0.000344327,0.00005597672,0.00007262255,0.001181134,0.0006347694,0.0003602619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881471,0.002245637,0.003759141,0.0007244116,0.001109918,0.0003014366,0.00001420168,0.00002618586,0.003671938],"genre_scores_gemma":[0.9839203,0.002043656,0.01238294,0.0009029978,0.0002697365,0.00001882956,0.00003877152,0.00005478784,0.0003680299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0627026,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539263472163631,"score_gpt":0.3264316713760201,"score_spread":0.3010390366543838,"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."}}