{"id":"W4399533653","doi":"10.3389/fpubh.2024.1377183","title":"Nudge theory and gambling: a scoping review","year":2024,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Nudge theory; Harm; Psychology; Behavioral economics; Addiction; Applied psychology; Public relations; Social psychology; Political science; Business; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008253351,0.001203637,0.002799637,0.01437072,0.001186539,0.004017379,0.001763366,0.003852145,0.005263865],"category_scores_gemma":[0.04334294,0.0008050837,0.003441803,0.01337026,0.001946374,0.003615876,0.00231278,0.002519012,0.0007510082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003494097,"about_ca_system_score_gemma":0.01523788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008227265,"about_ca_topic_score_gemma":0.01497767,"domain_scores_codex":[0.9953412,0.001760837,0.001169953,0.0003422278,0.001195725,0.0001901999],"domain_scores_gemma":[0.9664772,0.0280532,0.00227511,0.0004411764,0.002470415,0.0002829797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009732567,0.00006084452,0.0007595864,0.4481298,0.001060721,0.0003418618,0.0014177,0.000527228,0.0001958571,0.01279159,0.01936317,0.5152544],"study_design_scores_gemma":[0.00002260993,0.00004743492,0.001423098,0.8418733,0.002017308,0.00057973,0.0007104501,0.0001449059,0.00009540864,0.005643699,0.1474107,0.00003134028],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001969592,0.9972339,0.0002833908,0.0007426196,0.0002304586,0.00007360563,0.00004393098,0.000005226501,0.001189874],"genre_scores_gemma":[0.002264751,0.9963363,0.0005606254,0.0003590431,0.00009810858,0.0001341328,0.00005649979,0.00000314813,0.0001874019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01437072,"threshold_uncertainty_score":0.04364842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.354256040418341,"score_gpt":0.5378139082863893,"score_spread":0.1835578678680483,"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."}}