{"id":"W1975671094","doi":"10.1023/b:jogs.0000040277.85569.a1","title":"Gambling Households in Canada","year":2004,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Recreation; Demographic economics; Household income; Consumer spending; Economics; Household debt; Consumption (sociology); Distribution (mathematics); Debt; Consumer expenditure; Socioeconomics; Business; Public economics; Geography; Sociology; Aggregate expenditure; Finance; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004247579,0.0001923077,0.0005113646,0.0002604153,0.00008739877,0.00002007278,0.0001939895,0.00005407615,0.00002435852],"category_scores_gemma":[0.0001238252,0.0001550794,0.000115752,0.0003583332,0.0000434913,0.0001172279,0.00003870082,0.0003614777,0.00001130773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064732,"about_ca_system_score_gemma":0.0005940085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3046771,"about_ca_topic_score_gemma":0.4913589,"domain_scores_codex":[0.9982724,0.00005234444,0.0007116761,0.0001754785,0.0004019807,0.0003861266],"domain_scores_gemma":[0.9989914,0.0001317825,0.0003764049,0.0001807774,0.0002266171,0.00009302954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002708059,0.0006686117,0.9647046,0.00003958646,0.001116069,0.006093182,0.01060641,0.00451123,0.000337039,0.0005444268,0.001801233,0.009306848],"study_design_scores_gemma":[0.009643083,0.0006066927,0.9610884,0.0007035952,0.0003181167,0.0008019608,0.02237197,0.000001837369,0.0009996977,0.001408197,0.001596763,0.0004596543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893304,0.007008571,0.00003290449,0.0005982891,0.002461815,0.00007539753,0.000003390992,0.00001299123,0.0004762075],"genre_scores_gemma":[0.9985694,0.0003597491,0.000563007,0.0001562303,0.0001933822,0.000005457844,4.324171e-7,0.00002528865,0.0001270587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1866818,"threshold_uncertainty_score":0.6999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765828550711621,"score_gpt":0.4267330912555651,"score_spread":0.250150236184403,"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."}}