{"id":"W6942108636","doi":"10.1371/journal.pone.0286584.t003","title":"Water and sand exposures reported among beachgoers, stratified by age group, Woodbine Beach, Toronto, 2022.","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Population; Statistical analysis; Salt water; Water level","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":[0.0006401406,0.001256511,0.001212048,0.00275497,0.0008379251,0.001411137,0.00198305,0.001183466,0.05216393],"category_scores_gemma":[0.005716052,0.0007607503,0.001163354,0.008146152,0.0002695323,0.000744539,0.001436526,0.001167801,0.01619318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004872307,"about_ca_system_score_gemma":0.00782375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7868927,"about_ca_topic_score_gemma":0.8617712,"domain_scores_codex":[0.9993691,0.00004702585,0.0001164216,0.0001601949,0.0001547429,0.0001525881],"domain_scores_gemma":[0.9960421,0.0004671857,0.0007290413,0.0003546567,0.001848672,0.0005584013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009711742,0.000009625533,0.01099445,0.001256346,0.00009483106,0.00002954122,0.00005664997,0.0002362014,0.00005864176,0.0002864273,0.9850514,0.001828787],"study_design_scores_gemma":[0.0008265143,0.00005557311,0.309776,0.003264935,0.0004569463,0.0001814625,0.0009236266,0.0008744596,0.0004457556,0.0006041417,0.6824811,0.0001094858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002469539,0.00006654379,0.00001381887,0.00003471438,0.000007985282,0.000005461643,0.99924,0.00001853011,0.0003660014],"genre_scores_gemma":[0.003210981,0.0002001107,0.0001367364,0.00006516859,0.000009191082,0.0001020671,0.9943757,0.0000265827,0.001873494],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2131073,"threshold_uncertainty_score":0.4287247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498430123322037,"score_gpt":0.2299319893521688,"score_spread":0.2049476881189485,"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."}}