{"id":"W2028146265","doi":"10.1111/add.12697","title":"Commentary on <scp>D</scp>ixon <i>et al</i>. (2014): Understanding the abuse liability of modern electronic gaming machines","year":2014,"lang":"en","type":"letter","venue":"Addiction","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council","keywords":"Punishment (psychology); Game studies; Psychology; Session (web analytics); Latency (audio); Liability; Line (geometry); Social psychology; Computer science; Advertising; Artificial intelligence; Business; Telecommunications; Law; Mathematics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007359382,0.001891312,0.002889478,0.001698753,0.007449677,0.007666542,0.01012987,0.07405546,0.02378742],"category_scores_gemma":[0.05205382,0.00147497,0.002999044,0.002029247,0.006809005,0.006346489,0.003912048,0.07124618,0.02046299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006775226,"about_ca_system_score_gemma":0.01280122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04891109,"about_ca_topic_score_gemma":0.06130673,"domain_scores_codex":[0.9942045,0.001415806,0.0005855574,0.0009933612,0.002069057,0.0007316439],"domain_scores_gemma":[0.9709386,0.01750446,0.001299061,0.0009098056,0.006770835,0.002577406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001099312,0.000004570187,0.00003196202,0.00003987107,0.000003601959,0.00004078891,0.0000490034,0.000008166578,0.00001347004,0.0003207617,0.9985566,0.0009201742],"study_design_scores_gemma":[0.00006544339,0.00002418256,0.0005198285,0.0007438051,0.00002682832,0.0001825424,0.0004787772,0.0001092026,0.00014659,0.003705887,0.9939209,0.00007605604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008326107,0.001723795,0.00008560286,0.93436,0.06119925,0.00003708886,0.0002544336,0.00005988052,0.002196732],"genre_scores_gemma":[0.0003972146,0.0006584662,0.00005549417,0.9734073,0.02226611,0.00006008041,0.00003723685,0.00002694265,0.003091252],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07405546,"threshold_uncertainty_score":0.09725279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297019259370474,"score_gpt":0.3285309132100787,"score_spread":0.275560720616374,"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."}}