{"id":"W3203922755","doi":"10.29173/cgs119","title":"Book review: Sulkunen, P., Babor, T., Cisneros Örnberg, J., Egerer, M., Hellman, M., Livingstone, C., Marionneau, V., Nikkinen, J., Orford, J., Room, R. &amp; Rossow, I. (2019). Setting Limits: Gambling, Sciences and Public Policy.","year":2021,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Public policy; Sociology; Political science; Library science; Psychology; Psychiatry; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004263273,0.0008600028,0.001747238,0.0007350845,0.002649101,0.001199391,0.0007497153,0.0003470203,0.0004516612],"category_scores_gemma":[0.06564306,0.0007668151,0.0003256419,0.002734539,0.001706656,0.002359768,0.001735436,0.0008226986,0.0003930667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761153,"about_ca_system_score_gemma":0.0004680403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302397,"about_ca_topic_score_gemma":0.0004889093,"domain_scores_codex":[0.9924276,0.0002690098,0.001871229,0.001622214,0.0009083434,0.002901559],"domain_scores_gemma":[0.9929964,0.002474028,0.0005778001,0.0008981073,0.002735027,0.0003186189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001051982,0.0001495729,0.002322437,0.004223203,0.0001150451,0.00003410042,0.00006416217,0.00003063941,0.00004421486,0.06978205,0.9199517,0.003272403],"study_design_scores_gemma":[0.0005161871,0.00004681665,0.001214214,0.002237679,0.0001798606,0.00008986326,0.0006780074,0.0008879369,0.000009058601,0.005007793,0.98831,0.0008226323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004493788,0.5596495,0.0003001665,0.4265738,0.001400628,0.0004462061,0.0000254901,0.000419878,0.00669049],"genre_scores_gemma":[0.0130398,0.3022842,0.00216203,0.6724634,0.005890302,0.0002016413,0.0001144129,0.0001473604,0.003696844],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2573653,"threshold_uncertainty_score":0.9998375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08583598793187332,"score_gpt":0.3935842765829373,"score_spread":0.307748288651064,"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."}}