{"id":"W4283363711","doi":"10.29173/cgs143","title":"Sponsored reports","year":2022,"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":"University of Alberta","funders":"","keywords":"Grey literature; Government (linguistics); Face (sociological concept); Sociology; Public relations; Political science; Library science; Psychology; Law; Computer science; Social science; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004419842,0.0001634855,0.00028386,0.0001254149,0.0006784794,0.00002361998,0.000107329,0.00003486562,0.001497892],"category_scores_gemma":[0.0006302398,0.0001559439,0.0001186732,0.0002540471,0.0002175605,0.00003826623,0.0002344683,0.0002690519,0.0001170394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009348898,"about_ca_system_score_gemma":0.00001798476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002454858,"about_ca_topic_score_gemma":0.000001331161,"domain_scores_codex":[0.9982769,0.0001715695,0.0003268073,0.0004655635,0.0003212792,0.0004379008],"domain_scores_gemma":[0.9988899,0.0004667242,0.0000429345,0.0004079761,0.0001071228,0.00008537689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009007051,0.009204521,0.4841518,0.0002019408,0.003220198,0.06230291,0.04530231,0.0001067103,0.001679722,0.2451192,0.1121809,0.03562907],"study_design_scores_gemma":[0.00636231,0.00403097,0.472522,0.000153775,0.002725605,0.00873649,0.1153755,0.00003021807,0.001081145,0.08370404,0.3024973,0.002780631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739273,0.006555949,0.0000415791,0.001661088,0.005480309,0.0001941579,0.00002245788,0.000302214,0.01181492],"genre_scores_gemma":[0.9944299,0.00001059639,0.0003298038,0.0003368864,0.0001127983,0.0003831051,0.000008953019,0.00002819257,0.00435969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903164,"threshold_uncertainty_score":0.9994149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398853100277599,"score_gpt":0.5043146511423022,"score_spread":0.2644293411145424,"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."}}