{"id":"W6940973506","doi":"10.1051/shsconf/202316900001/pdf","title":"Preface","year":2023,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":[0.001005174,0.0008757765,0.000589543,0.002821299,0.001937014,0.002987226,0.001052933,0.0009252082,0.5661051],"category_scores_gemma":[0.006510318,0.0002465853,0.0004995039,0.001769745,0.0004135947,0.001937445,0.002089452,0.001862994,0.3960002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534366,"about_ca_system_score_gemma":0.002029699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004448498,"about_ca_topic_score_gemma":0.006671895,"domain_scores_codex":[0.9994258,0.00007678801,0.00003408276,0.00009594092,0.0003085131,0.00005904517],"domain_scores_gemma":[0.9966609,0.0004065053,0.0001152008,0.0003139,0.001857661,0.0006458559],"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":[0.00001793804,0.00001257665,0.00006561213,0.00005845094,0.000001209766,0.00002825632,0.00002547225,0.00003013972,0.00007172173,0.001678582,0.956574,0.04143609],"study_design_scores_gemma":[0.000002726472,0.000006629014,0.0001944881,0.00006358057,0.000001024944,0.00002442126,0.0000341451,0.00001396587,0.00004309209,0.0009022887,0.9987112,0.000002359187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001153945,0.01205594,0.00307185,0.01909565,0.215657,0.0004908355,0.008397458,0.00135069,0.7387266],"genre_scores_gemma":[0.002249089,0.003086487,0.0007975911,0.00260714,0.01333336,0.0001315021,0.003698009,0.000398355,0.9736984],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4338949,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654409800631446,"score_gpt":0.22549865017751,"score_spread":0.2089545521711956,"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."}}