{"id":"W6939932797","doi":"10.6084/m9.figshare.26593298","title":"Additional file 1 of Water, Sanitation, and Hygiene (WaSH) insecurity in unhoused communities of Los Angeles, California","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hygiene; Public health; Government (linguistics); Work (physics); Data collection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008268853,0.0006109713,0.0007806404,0.002015347,0.000913727,0.000879165,0.001309175,0.0006437758,0.593481],"category_scores_gemma":[0.01142488,0.0003904477,0.00042948,0.005492725,0.0001489943,0.001175824,0.0007265875,0.0007923382,0.04840598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330128,"about_ca_system_score_gemma":0.002018829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06397285,"about_ca_topic_score_gemma":0.06988923,"domain_scores_codex":[0.9993486,0.0001140136,0.0001210538,0.0001402089,0.00014869,0.0001275293],"domain_scores_gemma":[0.9926224,0.003097936,0.00109561,0.0004129877,0.002439216,0.0003318015],"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":[0.0000907759,0.00007312102,0.006376755,0.000715848,0.00001974197,0.00002457286,0.00009614492,0.0001646056,0.00002799364,0.000478966,0.9884486,0.003483018],"study_design_scores_gemma":[0.00367908,0.0002952612,0.2464403,0.003842084,0.0001694007,0.0002753778,0.002969493,0.001619524,0.0004922079,0.003349907,0.7367354,0.0001319461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004586648,0.000008689924,0.00006028696,0.00005346036,0.000008695718,0.0000843934,0.9979962,0.00002920104,0.001300378],"genre_scores_gemma":[0.01039592,0.0001194194,0.000878293,0.0002139098,0.00004685486,0.002566622,0.9777099,0.00008471481,0.007984363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.593481,"threshold_uncertainty_score":0.57985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536216324637584,"score_gpt":0.2366394025926206,"score_spread":0.2112772393462448,"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."}}