{"id":"W3093794066","doi":"10.12905/0380.sydowia72-2020-0231","title":"Fungal Systematics and Evolution : FUSE 6","year":2020,"lang":"en","type":"article","venue":"SERVAL (Université de Lausanne)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Systematics; Botany; Genus; Taxonomy (biology); Zoology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004925811,0.00007215059,0.00009515243,0.000005923126,0.0002175574,0.00002352423,0.0001000717,0.00005840081,0.001613001],"category_scores_gemma":[0.00002987444,0.00003473412,0.00004027476,0.0001604583,0.000004564115,0.0001269973,0.0000772017,0.00007856789,0.0003299789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004460004,"about_ca_system_score_gemma":0.000004114292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004596978,"about_ca_topic_score_gemma":0.0003353381,"domain_scores_codex":[0.9995247,0.00004474724,0.00006762495,0.0001362913,0.00008455532,0.0001420755],"domain_scores_gemma":[0.9995368,0.0002184737,0.00003840389,0.00002325884,0.00002834188,0.0001547877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005146723,0.00009439333,0.3817943,0.0002973063,0.0001166891,0.0002617682,0.003852124,0.00007589742,0.4976415,0.03379633,0.07500532,0.006549655],"study_design_scores_gemma":[0.0006873109,0.001956306,0.4730639,0.0006920481,0.0004254973,0.0009496653,0.02136823,0.04462947,0.003001942,0.002941295,0.4487026,0.001581767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907361,0.0003808504,0.00003019057,0.003272237,0.00006024373,0.00009585622,0.0003067768,0.00007174898,0.005045949],"genre_scores_gemma":[0.9983586,0.0001454865,0.00007731038,0.0004274757,0.0001314688,7.060475e-7,0.0001167911,5.75883e-7,0.0007415676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4946396,"threshold_uncertainty_score":0.9992996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127970803062424,"score_gpt":0.1578995693230955,"score_spread":0.1466198612924712,"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."}}