{"id":"W4415634777","doi":"10.29173/cgs244","title":"Editors' Introduction to the Issue","year":2025,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"","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":[0.01578701,0.003584723,0.003599927,0.00443733,0.004106082,0.01248298,0.00656028,0.02078093,0.05777061],"category_scores_gemma":[0.0660708,0.001292695,0.003573929,0.001847925,0.0037139,0.006504131,0.004045696,0.0242447,0.02132541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901826,"about_ca_system_score_gemma":0.005433013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464065,"about_ca_topic_score_gemma":0.00286291,"domain_scores_codex":[0.9903623,0.002289439,0.001329667,0.001299071,0.003803798,0.0009156318],"domain_scores_gemma":[0.9296858,0.03217998,0.004257442,0.001988631,0.02325488,0.008633289],"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":[0.00002790322,0.0000166677,0.00003297764,0.0001894588,0.000008505881,0.00004048895,0.00001927328,0.00001447321,0.00002793917,0.000377195,0.9933783,0.005866893],"study_design_scores_gemma":[0.00006523294,0.00003046367,0.0002760555,0.0008318184,0.0000304002,0.0001290539,0.0001034778,0.00009596416,0.00007127555,0.001488968,0.9968538,0.00002346145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002041334,0.002051835,0.0000947583,0.05080797,0.9460427,0.00001707369,0.00003003391,0.00002195246,0.0009131603],"genre_scores_gemma":[0.0003282863,0.002690094,0.0001672839,0.05971178,0.9282451,0.00006691421,0.00004248258,0.0000419078,0.008706161],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05777061,"threshold_uncertainty_score":0.1932619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2758246973775026,"score_gpt":0.6309882356185208,"score_spread":0.3551635382410182,"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."}}