{"id":"W4409838492","doi":"10.51889/2959-5967.2025.82.1.022","title":"КОГНИТИВНЫЕ И ЭМОЦИОНАЛЬНЫЕ ПРЕДИКТОРЫ ЛУДОМАНИИ: ОТ ИМПУЛЬСИВНОСТИ К ПАТОЛОГИЧЕСКОЙ ЗАВИСИМОСТИ","year":2025,"lang":"ru","type":"article","venue":"Habaršy. Psihologiâ seriâsy","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001279984,0.002341546,0.002499318,0.001179232,0.001345195,0.000609234,0.002487828,0.002700796,0.01077628],"category_scores_gemma":[0.0002865951,0.002328859,0.001412284,0.002275888,0.001515099,0.0005580888,0.001101306,0.002526053,0.01715712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000729796,"about_ca_system_score_gemma":0.0005328733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480975,"about_ca_topic_score_gemma":0.0006264381,"domain_scores_codex":[0.9877636,0.001338288,0.002418272,0.003832971,0.001054031,0.003592813],"domain_scores_gemma":[0.9925951,0.0006744832,0.000805059,0.00453954,0.0005148124,0.0008709725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003896531,0.01791791,0.4404052,0.001074536,0.006046242,0.01009381,0.006003076,0.0001046153,0.01188993,0.188705,0.2287207,0.08514239],"study_design_scores_gemma":[0.01791096,0.002842634,0.6371622,0.0011283,0.003899351,0.0006084426,0.00293817,0.00007842189,0.007674199,0.01025317,0.3113098,0.004194277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.572812,0.007285581,0.0004146883,0.003783087,0.01737217,0.002533976,0.0007346909,0.00157471,0.3934891],"genre_scores_gemma":[0.8879681,0.0005321801,0.0009776201,0.004857759,0.0006910496,0.0005525245,0.0004689587,0.000310566,0.1036413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3151561,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09109992578351943,"score_gpt":0.4336403299220324,"score_spread":0.3425404041385129,"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."}}