{"id":"W7132213048","doi":"","title":"Constructing A Definition of Childhood Aggression","year":2025,"lang":"en","type":"article","venue":"Kocaeli Üniversitesi - AVESİS","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggression; Harm; Poison control; Human factors and ergonomics; Turkish; Coding (social sciences); Suicide prevention; Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001676312,0.0001680486,0.0002494716,0.0004147,0.0002471517,0.00001942598,0.0002192806,0.0002014339,0.00184184],"category_scores_gemma":[0.00008276029,0.0001672793,0.0001096806,0.0005974195,0.0001224188,0.0001554189,0.00009656779,0.0001779805,0.0001117567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006934573,"about_ca_system_score_gemma":0.00007675406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008598957,"about_ca_topic_score_gemma":0.000009852834,"domain_scores_codex":[0.998796,0.0001195095,0.0003007134,0.0003359002,0.0001853243,0.0002625722],"domain_scores_gemma":[0.9990057,0.000149311,0.0003112991,0.0003158702,0.0001536516,0.00006410926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006187729,0.001352909,0.4784082,0.0003301784,0.0005832948,0.0001255451,0.01574397,0.00003662829,0.007283714,0.2587308,0.05517515,0.1816108],"study_design_scores_gemma":[0.02895096,0.001128695,0.7313049,0.01917502,0.001658664,0.0004007303,0.07702748,0.001206749,0.04495544,0.06736955,0.02349626,0.003325559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.780647,0.001598004,0.007727373,0.000430539,0.001384886,0.0003571733,0.00004470904,0.0001932981,0.207617],"genre_scores_gemma":[0.9930633,0.0001120676,0.004697849,0.0002505072,0.00006985868,0.000004717197,0.00008477793,0.00001641566,0.001700508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2528967,"threshold_uncertainty_score":0.9990706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448649456936699,"score_gpt":0.2605600508916178,"score_spread":0.2460735563222508,"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."}}