{"id":"W2119321787","doi":"10.1139/b08-107","title":"Trichomycetes from lentic and lotic aquatic habitats in Ontario, Canada","year":2008,"lang":"en","type":"article","venue":"Botany","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"National Science Foundation","keywords":"Biology; Lake ecosystem; River ecosystem; Ecology; Habitat; Invertebrate; Mayfly; Voltinism; Nymph; Larva","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003345962,0.0001066445,0.0001818329,0.00004293753,0.00008578924,0.000009255112,0.00005713038,0.00004597343,0.0006024132],"category_scores_gemma":[0.00005268726,0.0001069191,0.00002718979,0.00006954315,0.00003826586,0.00005175485,0.0000332209,0.0001163784,0.00003370346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221723,"about_ca_system_score_gemma":0.0005221166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918118,"about_ca_topic_score_gemma":0.9980587,"domain_scores_codex":[0.9992537,0.00004889172,0.0001695372,0.0001975256,0.00009799396,0.0002323178],"domain_scores_gemma":[0.9995788,0.0001449989,0.00003704462,0.0001455695,0.00001105219,0.00008247837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053082,0.00009995377,0.9920775,0.000008853895,0.00003473304,0.00204134,0.0004075174,0.000004062062,0.0007308144,0.00005359322,0.004122094,0.0003142823],"study_design_scores_gemma":[0.0007150096,0.0001771767,0.995853,0.00001379897,0.00002431702,0.0001255892,0.00004913707,0.0002143814,0.000004962082,0.000479459,0.002212156,0.0001310031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996557,0.0007905822,0.000005121666,0.00005803391,0.000257019,0.0001493889,0.000009773375,0.00002168159,0.002151381],"genre_scores_gemma":[0.9989662,0.00002024474,0.0000645724,0.0003195231,0.0000328907,0.00001739275,0.000003575988,0.00001245766,0.0005631264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006246836,"threshold_uncertainty_score":0.6596002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810421460157632,"score_gpt":0.2396696411565261,"score_spread":0.2115654265549498,"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."}}