{"id":"W2910473848","doi":"10.1016/j.scitotenv.2019.01.100","title":"Site specificity in establishment of a commercial arbuscular mycorrhizal fungal inoculant","year":2019,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Government of Canada; International Plant Nutrition Institute","keywords":"Microbial inoculant; Arbuscular mycorrhizal; Cropping; Arbuscular mycorrhizal fungi; Biology; Inoculation; Agronomy; Agriculture; Biofertilizer; Fungus; Mycorrhizal fungi; Mycorrhiza; Symbiosis; Horticulture; Botany; Ecology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005520692,0.0002484906,0.0002968057,0.0004346723,0.0001645078,0.0005552573,0.0004641613,0.0005137684,0.001536528],"category_scores_gemma":[0.0005570135,0.0003502297,0.0002062283,0.0001747671,0.0002973055,0.000263779,0.0005412251,0.000555396,0.0005018866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003942387,"about_ca_system_score_gemma":0.0003245893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149447,"about_ca_topic_score_gemma":0.003609835,"domain_scores_codex":[0.9993837,0.0001481828,0.0000466426,0.0001559276,0.0001333019,0.0001321798],"domain_scores_gemma":[0.9989471,0.000429259,0.0001373291,0.0001159631,0.0001475797,0.0002228611],"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":[0.000134226,0.00004391524,0.0004801255,0.00001115918,0.000002077382,0.00001441732,0.00001270992,0.00002961453,0.9985608,0.00004634523,0.000008775839,0.0006558108],"study_design_scores_gemma":[0.00003670207,0.001620942,0.1024538,0.00001541252,0.00003982757,0.0004221043,0.0001996814,0.002339548,0.891606,0.0001016559,0.00114407,0.00002033183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968579,0.000324126,0.0006342671,0.00001993652,0.000008313848,0.00002177891,0.0001190753,0.00003095835,0.001983666],"genre_scores_gemma":[0.9968703,0.0001036841,0.0009158256,0.00002932235,0.000004928034,0.00002249851,0.0001804496,0.0000246018,0.0018484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001536528,"threshold_uncertainty_score":0.005140185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007787452302113428,"score_gpt":0.1797388779993409,"score_spread":0.1719514256972274,"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."}}