{"id":"W4408798002","doi":"10.29173/cgs198","title":"A Fatal Contamination","year":2025,"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":"Trent University","funders":"","keywords":"Contamination; Environmental science; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006310748,0.0008231963,0.0006749241,0.002177554,0.01033935,0.006886667,0.001827899,0.007394742,0.06695794],"category_scores_gemma":[0.030293,0.0004333457,0.001099535,0.001415143,0.009530238,0.007381664,0.007813549,0.01238564,0.03197233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003520157,"about_ca_system_score_gemma":0.005022625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003490916,"about_ca_topic_score_gemma":0.00375302,"domain_scores_codex":[0.9928624,0.002566603,0.0004151225,0.001382582,0.002004256,0.0007690416],"domain_scores_gemma":[0.9884531,0.002470583,0.0007199887,0.003397716,0.003922684,0.001036028],"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":[0.0001268516,0.0000658944,0.001249799,0.0002430547,0.00003568547,0.002226309,0.009008038,0.00009413713,0.0006321789,0.4033252,0.5050566,0.07793617],"study_design_scores_gemma":[0.000006758556,0.00001907505,0.0002587652,0.0002969249,0.00001084785,0.001207866,0.001829608,0.00005703241,0.0002931601,0.03015951,0.9658477,0.00001264049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01530461,0.01334181,0.0238859,0.3377546,0.06523582,0.0003674584,0.001612578,0.001272302,0.541225],"genre_scores_gemma":[0.1778021,0.01059919,0.01535257,0.2185562,0.01622117,0.0005060141,0.001044074,0.001481018,0.5584377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06695794,"threshold_uncertainty_score":0.2239966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839281429214958,"score_gpt":0.520493727652396,"score_spread":0.3365655847309001,"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."}}