{"id":"W4415634905","doi":"10.29173/cgs187","title":"SQUARING A CIRCLE?","year":2025,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Corporate governance; Corporate social responsibility; Legitimacy; Social sustainability; Corporation; Publishing; Lottery; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001796892,0.0001593572,0.000294781,0.000171751,0.0002689185,0.00004529317,0.0001315155,0.00008537325,0.00009927432],"category_scores_gemma":[0.00070249,0.0001545184,0.0001056805,0.000303693,0.0002667559,0.00004868431,0.0001086151,0.0001861547,0.000320244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000561718,"about_ca_system_score_gemma":0.00001650992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003062029,"about_ca_topic_score_gemma":0.000006075589,"domain_scores_codex":[0.9987203,0.00005727941,0.0002578699,0.0004003544,0.0001291337,0.0004350775],"domain_scores_gemma":[0.998822,0.0006165513,0.0000165256,0.0003232131,0.000162269,0.0000594856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001660532,0.00197115,0.2201756,0.0004018806,0.00195231,0.0006685456,0.008186527,0.000005651276,0.0006113022,0.605048,0.0113518,0.1494612],"study_design_scores_gemma":[0.004858663,0.000478469,0.87602,0.001136282,0.001775257,0.00005155921,0.02001479,0.00002780898,0.001770315,0.07831259,0.0144678,0.00108652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818802,0.01467348,0.001621054,0.003854488,0.005879189,0.0002647647,0.000008165827,0.0005227267,0.09129594],"genre_scores_gemma":[0.9952594,0.00003319748,0.0004162246,0.0004311459,0.00008798413,0.0001078142,0.000001524828,0.00001478811,0.003647922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6558443,"threshold_uncertainty_score":0.6301078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.197104846038982,"score_gpt":0.5237324540345096,"score_spread":0.3266276079955276,"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."}}