{"id":"W3021150765","doi":"10.4309/jgi.2020.44.2","title":"Does Gambling Harm or Benefit Other Industries? A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Revenue; Consumption (sociology); Business; Recreation; Real estate; Cannibalization; Marketing; Public economics; Economics; Finance","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00162744,0.001075031,0.00816741,0.0007552641,0.000140857,0.0002691196,0.001206034,0.0007381691,0.001780347],"category_scores_gemma":[0.001089378,0.0005060657,0.001696893,0.00126941,0.00007388381,0.0002388413,0.0001222193,0.001753782,0.0007229433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702344,"about_ca_system_score_gemma":0.0004164348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004843287,"about_ca_topic_score_gemma":0.000005375221,"domain_scores_codex":[0.9929753,0.0006723448,0.00403243,0.0006414742,0.001035102,0.0006433743],"domain_scores_gemma":[0.9922637,0.0006286429,0.005210238,0.0009335541,0.00054146,0.0004223719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007419476,0.0004565306,0.00003894327,0.8333358,0.004095077,0.002776135,0.000922149,2.783119e-7,2.291991e-7,0.0001043208,0.004033703,0.1541627],"study_design_scores_gemma":[0.0003718204,0.0002698984,0.000001071448,0.4774175,0.01257808,0.000877945,0.0001595107,1.326797e-7,0.00000115187,0.00001401007,0.5079589,0.0003499865],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001439825,0.9943013,0.00001703463,0.000465431,0.002834164,0.00191319,0.00007850529,0.0000899046,0.0002860609],"genre_scores_gemma":[0.00002068977,0.9882812,0.0003676169,0.000370224,0.00140343,0.0001513275,0.00001994499,0.0002461533,0.009139413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5039252,"threshold_uncertainty_score":0.9997391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4936164180344285,"score_gpt":0.522656626363784,"score_spread":0.02904020832935544,"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."}}