{"id":"W2997933715","doi":"10.19181/snsp.2019.7.4.6811","title":"The Current Substance Abuse Trends in Russia and the West","year":2019,"lang":"en","type":"article","venue":"Sociologicheskaja nauka i social naja praktika","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Substance abuse; Addiction; Normalization (sociology); Psychology; Hedonism; Population; Addictive behavior; Social psychology; Criminology; Psychiatry; Sociology; Social science; Demography; Psychotherapist","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":[0.0002341662,0.00009752039,0.0001777767,0.001660677,0.0003954756,0.0007749954,0.0001527766,0.0001459274,0.0009112881],"category_scores_gemma":[0.0004620804,0.0000880956,0.0002000436,0.001858853,0.000282508,0.000441279,0.000510664,0.0002438624,0.0001888778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006558116,"about_ca_system_score_gemma":0.000736595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02891184,"about_ca_topic_score_gemma":0.03043408,"domain_scores_codex":[0.9997812,0.00003948096,0.00003423372,0.0000339137,0.00005318742,0.0000581052],"domain_scores_gemma":[0.99959,0.00004017541,0.0001962554,0.00001473778,0.00008564111,0.00007315639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006465533,0.0000370626,0.9568371,0.0001266165,0.00006230592,0.0003011983,0.005302238,0.0001354103,0.001455676,0.001376826,0.0004757856,0.03382514],"study_design_scores_gemma":[6.497451e-7,0.00002228824,0.9919996,0.00003802423,0.00001513841,0.0002565426,0.003741738,0.00005933399,0.0001695056,0.00006161608,0.003630655,0.000004788556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994538,0.001619929,0.0001063113,0.0002470682,0.00001727262,0.000004387136,0.0004077099,0.00000542709,0.003053864],"genre_scores_gemma":[0.9965714,0.002286859,0.0001068051,0.00003724067,0.00001597937,0.000002894301,0.0003458997,0.000003984133,0.0006287833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02891184,"threshold_uncertainty_score":0.05748707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391492511402762,"score_gpt":0.339882395396863,"score_spread":0.3007331442565868,"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."}}