{"id":"W4311974389","doi":"10.3390/microorganisms10122437","title":"Three Methods Assessing the Association of the Endophytic Entomopathogenic Fungus Metarhizium robertsii with Non-Grafted Grapevine Vitis vinifera","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Biology; Entomopathogenic fungus; Botany; Metarhizium; Hypocreales; Vineyard; Strain (injury); Biological pest control; Rhizosphere; Endophyte; Vitis vinifera; Inoculation; Horticulture; Metarhizium anisopliae; Beauveria bassiana; Bacteria; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002320262,0.0003683976,0.0005013504,0.00003460489,0.001233472,0.000174902,0.001433007,0.0001181917,0.001428602],"category_scores_gemma":[0.0001819847,0.0001278536,0.0003481097,0.001600811,0.0001253442,0.0001536891,0.0006808705,0.0006322552,0.00001334503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003712329,"about_ca_system_score_gemma":0.00009495358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003228578,"about_ca_topic_score_gemma":0.0009971431,"domain_scores_codex":[0.9963351,0.001042833,0.0006014404,0.0005794874,0.0008153179,0.0006257735],"domain_scores_gemma":[0.9976777,0.000840003,0.0007795502,0.0003987472,0.0002174014,0.00008659741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002228041,0.0001249296,0.01459368,0.000007326046,0.0001236093,0.000008989133,0.0002381812,0.00002024691,0.9705274,0.00008859592,0.0002624867,0.01398235],"study_design_scores_gemma":[0.0009417169,0.0004622958,0.3213642,0.00002948915,0.0005442416,0.0003016223,0.0006075457,0.0001144924,0.6632022,0.0009194907,0.01098343,0.0005293492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99229,0.001131941,0.0013328,0.002983511,0.000758054,0.0009799281,0.0001825241,0.00009856372,0.0002426455],"genre_scores_gemma":[0.9943449,0.00002153579,0.003761059,0.0009583107,0.0002046755,0.0001149014,0.0000437302,0.00001297633,0.0005379373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3073252,"threshold_uncertainty_score":0.9994842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006455273966376876,"score_gpt":0.2235684978333874,"score_spread":0.2171132238670106,"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."}}