{"id":"W3168223958","doi":"10.3389/fpsyg.2021.646007","title":"Cross-Cultural Studies Into Gambling Consumption Behavior: Eyeing Eye-Tracking Measures","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Waterloo","funders":"","keywords":"Psychology; Psychopathology; Consumption (sociology); Front (military); Tracking (education); Social psychology; Cognitive psychology; Psychiatry; Aesthetics; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004261042,0.0003367476,0.0001996792,0.001273004,0.0009194717,0.001241266,0.0005173649,0.000613013,0.003038667],"category_scores_gemma":[0.009139592,0.0002671461,0.0003900047,0.001154595,0.0008175608,0.001063667,0.001166722,0.001018076,0.0004597615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003855356,"about_ca_system_score_gemma":0.0003377885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009079973,"about_ca_topic_score_gemma":0.01690016,"domain_scores_codex":[0.9980206,0.0009426167,0.0001407775,0.0003361917,0.0004662483,0.00009355581],"domain_scores_gemma":[0.9945734,0.001682506,0.001659525,0.0005836955,0.001266409,0.0002345405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004790658,0.001041751,0.7528916,0.0008599271,0.0006374725,0.0002079591,0.02033764,0.0002302233,0.01035235,0.002720986,0.004211958,0.2060291],"study_design_scores_gemma":[0.00001295232,0.000274349,0.9856175,0.0002040041,0.00008217646,0.0004011453,0.005306756,0.0001920825,0.001724903,0.0009531431,0.005188395,0.00004258902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569645,0.004574919,0.009846401,0.0009229765,0.0002357543,0.0003023551,0.0007876929,0.00003976754,0.02632555],"genre_scores_gemma":[0.9844118,0.001853479,0.009010642,0.0009574081,0.00008187189,0.0004713316,0.0004084391,0.00002125272,0.002783756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009079973,"threshold_uncertainty_score":0.02253485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1995020052100674,"score_gpt":0.541881806604178,"score_spread":0.3423798013941105,"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."}}