{"id":"W6923909420","doi":"10.14288/1.0432486","title":"Our bathing beach, Vancouver, B.C.","year":2023,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bathing; Ingestion; Water intake; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004591189,0.00004253325,0.0002674563,0.0001129661,0.0003570402,0.00007730546,0.0005622497,0.0004273108,0.0004434856],"category_scores_gemma":[0.0002579109,0.0001753617,0.0001205445,0.0004359985,0.0002969432,0.0001171848,0.0001127754,0.0002085968,0.00006035616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010661,"about_ca_system_score_gemma":0.000221843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7642104,"about_ca_topic_score_gemma":0.9875996,"domain_scores_codex":[0.9989222,0.0001140271,0.00007832349,0.0003262799,0.0003059271,0.0002532765],"domain_scores_gemma":[0.9993078,0.0000594695,0.0002119493,0.0002624427,0.00007841901,0.00007988218],"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":[1.989955e-7,0.00001872,0.0006341259,0.00002287922,0.00002083953,0.00002400562,0.0004165067,7.317692e-8,5.630195e-7,0.0000225971,0.6102912,0.3885483],"study_design_scores_gemma":[0.0001802451,0.00001464939,0.04385787,0.0003778407,0.0000393937,9.008825e-7,0.08025066,0.000001111369,3.459419e-8,0.00148683,0.8735513,0.0002391774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005980148,0.0009066781,0.0006057643,0.0007637522,0.004197972,0.000499193,0.0002871007,0.00342693,0.9833325],"genre_scores_gemma":[0.0193063,0.002038515,0.005961471,0.00002443656,0.0002249543,7.463588e-7,0.000008286086,0.0001829341,0.9722524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3883091,"threshold_uncertainty_score":0.7151041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685289518095916,"score_gpt":0.2677306928607405,"score_spread":0.2408777976797814,"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."}}