{"id":"W6942097355","doi":"10.1371/journal.pone.0198177.t001","title":"Water quality.","year":2018,"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":"Quality (philosophy); Water quality; Work (physics); Hydrology (agriculture)","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":[0.0006648815,0.00128043,0.001020772,0.002209655,0.0006711102,0.001652943,0.002193088,0.0009296891,0.04032218],"category_scores_gemma":[0.003116525,0.0005206205,0.0007085219,0.00726231,0.0003067574,0.0005859056,0.001243338,0.0009975819,0.02124803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0034021,"about_ca_system_score_gemma":0.006856439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7142844,"about_ca_topic_score_gemma":0.8200748,"domain_scores_codex":[0.9994998,0.00003275994,0.00004424167,0.0001441747,0.0001757244,0.0001033627],"domain_scores_gemma":[0.9979091,0.0002563208,0.0002274693,0.0003132676,0.001056131,0.0002378068],"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":[0.00006280239,0.00001689282,0.01117934,0.0008855243,0.0000687266,0.00002450291,0.00007059177,0.0007567728,0.00013354,0.0005076632,0.9810069,0.005286616],"study_design_scores_gemma":[0.0004081103,0.00002143876,0.0921514,0.000738186,0.00009127829,0.00004630795,0.0002580014,0.001118864,0.0004437695,0.000919596,0.9037376,0.00006541113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000257437,0.00003859168,0.00003830052,0.00002322158,0.000009292314,0.00000636709,0.998879,0.00009428539,0.0006535454],"genre_scores_gemma":[0.001845438,0.00007175525,0.0003426015,0.00003680373,0.000005558685,0.00005941502,0.9961415,0.00005755654,0.001439425],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7142844,"threshold_uncertainty_score":0.5747964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064590842982737,"score_gpt":0.2709420686485198,"score_spread":0.2202961602186924,"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."}}