{"id":"W1513267721","doi":"10.5750/jgbe.v4i2.557","title":"NEW EVIDENCE ON CONSUMER SPENDING ON GAMBLING","year":2013,"lang":"en","type":"article","venue":"The Journal of Gambling Business and Economics","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Tobit model; Consumer Expenditure Survey; Economics; Consumer expenditure; Econometrics; Estimator; Affect (linguistics); Public economics; Aggregate expenditure; Psychology; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001551935,0.0002254174,0.0002840737,0.00304612,0.0002781569,0.001221026,0.0004480603,0.0007630796,0.01173049],"category_scores_gemma":[0.01399319,0.0002484309,0.0003620707,0.004476684,0.001008072,0.001457536,0.0009901155,0.001232822,0.000759957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005228875,"about_ca_system_score_gemma":0.0003352351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151067,"about_ca_topic_score_gemma":0.02155296,"domain_scores_codex":[0.9992387,0.000324277,0.00006340253,0.0001050072,0.0001921137,0.00007653365],"domain_scores_gemma":[0.9618558,0.02538883,0.007787907,0.001288253,0.002120715,0.001558547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002931363,0.0001247756,0.9622913,0.0003089338,0.0002222196,0.0001998545,0.0007630014,0.0002446843,0.0001376235,0.00344156,0.004469081,0.02750391],"study_design_scores_gemma":[0.000006190145,0.00003137077,0.9939309,0.0001475214,0.00004731373,0.0001465365,0.0009048315,0.0002060545,0.00003356095,0.0007069921,0.003832209,0.000006468688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488485,0.01362064,0.0005636038,0.01025824,0.0001598692,0.00001045564,0.003361078,0.00001343203,0.02316437],"genre_scores_gemma":[0.985032,0.009456138,0.000174242,0.0008495769,0.0002113579,0.000009813481,0.002718514,0.000007290967,0.001541027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173049,"threshold_uncertainty_score":0.03924239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2462452275483965,"score_gpt":0.3866791418252028,"score_spread":0.1404339142768063,"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."}}