{"id":"W3043737265","doi":"10.5194/egusphere-egu2020-17614","title":"STXM analysis of fungal soil aggregation","year":2020,"lang":"en","type":"article","venue":"","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Biophysics; Biochemistry; Biology","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":[0.0005840184,0.0007804947,0.0008126826,0.002137888,0.001049132,0.001641357,0.0004718846,0.0009034291,0.003462372],"category_scores_gemma":[0.0008454287,0.0003755408,0.0009437685,0.004394844,0.0002968246,0.0006477127,0.000679726,0.001360259,0.002148819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880737,"about_ca_system_score_gemma":0.0005304193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045719,"about_ca_topic_score_gemma":0.003256532,"domain_scores_codex":[0.9993978,0.00004479739,0.00005534356,0.0001769404,0.0002140121,0.0001111588],"domain_scores_gemma":[0.9994161,0.00009032097,0.00009200695,0.00005236252,0.0002984354,0.00005078123],"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":[0.000437472,0.0001860648,0.02888443,0.001448552,0.0001916603,0.001293531,0.001886472,0.004122506,0.8526348,0.001624109,0.007587788,0.09970254],"study_design_scores_gemma":[0.00005887371,0.0004653624,0.4966144,0.0005072889,0.0003570563,0.002648774,0.003046241,0.06210609,0.2693008,0.003005874,0.1616856,0.0002036055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674768,0.005817407,0.0520624,0.0005385103,0.0003681967,0.0003979377,0.0548166,0.002215377,0.01630677],"genre_scores_gemma":[0.7553969,0.004366618,0.1697802,0.0003709565,0.0001522032,0.0007615149,0.06074124,0.0009491742,0.007481324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003462372,"threshold_uncertainty_score":0.01158279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929715885669404,"score_gpt":0.2050173621088874,"score_spread":0.1857202032521933,"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."}}