{"id":"W579982301","doi":"10.11575/prism/9834","title":"Triumph, tragedy or trade-off? : considering the impact of gambling","year":2001,"lang":"en","type":"article","venue":"Open MIND","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tragedy (event); Economics; Psychology; International trade; Criminology; Law and economics; Psychiatry","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":[0.0003043001,0.0001520736,0.0002521401,0.0000660204,0.0001155497,0.00008104911,0.0003536178,0.00008074182,0.01568423],"category_scores_gemma":[0.00003689552,0.00008621667,0.0001360979,0.0002340298,0.00006571172,0.00009870416,0.00005017973,0.0001447413,0.0002477755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501956,"about_ca_system_score_gemma":0.00007573637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005343647,"about_ca_topic_score_gemma":0.00007564437,"domain_scores_codex":[0.9989762,0.0001039774,0.0002742854,0.0002539503,0.0001112726,0.0002802781],"domain_scores_gemma":[0.9991412,0.0002298233,0.0001125452,0.000425738,0.00001772115,0.00007296948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001656276,0.002391463,0.2576284,0.000003754311,0.0007756082,0.001168924,0.01677868,0.0000975466,0.004246978,0.00003318568,0.002598675,0.7126205],"study_design_scores_gemma":[0.01137853,0.00215121,0.9457245,0.0001067053,0.0005466964,0.001460967,0.005341361,0.00006719562,0.00844417,0.0001103569,0.02407787,0.000590398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965618,0.0001322172,0.00001136275,0.0001422741,0.0001538343,0.0004310938,0.00002307328,0.00000290006,0.03348526],"genre_scores_gemma":[0.9952226,0.00001264068,0.0003003504,0.00001606726,0.00004462704,0.0000234273,0.000007525887,0.00001935384,0.004353352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7120301,"threshold_uncertainty_score":0.9852155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3418765260689737,"score_gpt":0.4942486832639005,"score_spread":0.1523721571949269,"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."}}