{"id":"W3167809867","doi":"10.1007/s10899-021-10042-1","title":"Pay-to-Win Gaming and its Interrelation with Gambling: Findings from a Representative Population Sample","year":2021,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Universität Hamburg","keywords":"Payment; Psychology; Sample (material); Value (mathematics); The Internet; Population; Social psychology; Marketing; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003240793,0.000196053,0.0004582609,0.0002912389,0.000177319,0.00006828939,0.00007656458,0.00007050411,0.00005232267],"category_scores_gemma":[0.000696198,0.000139194,0.0000864207,0.0003586069,0.00002967446,0.0002469783,0.00007368546,0.0002838205,0.00001023055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046959,"about_ca_system_score_gemma":0.00002738378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002108018,"about_ca_topic_score_gemma":0.000104475,"domain_scores_codex":[0.998451,0.0001353603,0.0005377554,0.0003168601,0.0003319942,0.0002270294],"domain_scores_gemma":[0.9981881,0.0006286253,0.0003670187,0.0001502735,0.0005646162,0.0001014126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004247629,0.0001879018,0.9639648,0.00001442677,0.001133641,0.0002906348,0.02856332,0.00009868538,0.001300796,0.0001400706,0.0002519007,0.003629114],"study_design_scores_gemma":[0.002105481,0.0004681252,0.9798012,0.0004885579,0.0004524679,0.0001562519,0.01394312,0.00002996817,0.001601809,0.0006584389,0.0001071061,0.00018746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943991,0.002870027,0.001085315,0.0006683953,0.000769841,0.0001254363,0.00001646606,0.00002056291,0.00004484257],"genre_scores_gemma":[0.9947414,0.0001538458,0.004516537,0.00006967949,0.0001835815,0.000009493292,0.00001591689,0.00002571773,0.0002838655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01583647,"threshold_uncertainty_score":0.5676168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1886314094398026,"score_gpt":0.4648342189623197,"score_spread":0.2762028095225171,"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."}}