{"id":"W7082159569","doi":"10.11575/prism/50154","title":"Gambling Prevalence Study [Saskatchewan]","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidence interval; Scope (computer science); Survey research; Prevalence; Sample (material); Survey methodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007047252,0.0006958114,0.0004408262,0.001198665,0.001663326,0.000851222,0.001612613,0.0005884265,0.01162436],"category_scores_gemma":[0.001047631,0.0008031678,0.0004698792,0.002484945,0.0003083087,0.0006670735,0.001218416,0.001314,0.004182214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005009459,"about_ca_system_score_gemma":0.00694296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7036752,"about_ca_topic_score_gemma":0.8933972,"domain_scores_codex":[0.999663,0.00005625114,0.00003017248,0.00007636547,0.00009062156,0.00008361621],"domain_scores_gemma":[0.9990789,0.00004641417,0.0001026992,0.0001120679,0.0004159038,0.0002440832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001746018,0.001201612,0.7968764,0.0003252987,0.0004958931,0.00095347,0.001071504,0.0005626976,0.002956889,0.001301038,0.1448631,0.04764598],"study_design_scores_gemma":[0.0004140419,0.0001148053,0.9834232,0.0001241808,0.000082091,0.0001705474,0.0007176782,0.0003177548,0.0002282172,0.0002141957,0.01414955,0.00004359084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6736411,0.001215092,0.002363203,0.001595224,0.0002582406,0.004033201,0.2417471,0.0002136307,0.07493325],"genre_scores_gemma":[0.7162198,0.002216345,0.006590943,0.005052064,0.0001052098,0.007891092,0.1090002,0.0001358693,0.1527884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2963248,"threshold_uncertainty_score":0.5961398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417938333865335,"score_gpt":0.3140010347336172,"score_spread":0.2698216513949639,"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."}}