{"id":"W2980490339","doi":"10.1016/j.mimet.2019.105727","title":"Contrasting common measures of arbuscular mycorrhizal fungal root colonization","year":2019,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Colonization; Biology; Fungus; Arbuscular mycorrhizal fungi; Arbuscular mycorrhizal; Botany; Sampling (signal processing); Symbiosis; Horticulture; Ecology; Inoculation; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.00160114,0.0004406644,0.0007612743,0.002224449,0.000529946,0.001258593,0.0005425473,0.0009271707,0.000900348],"category_scores_gemma":[0.004385402,0.0003223391,0.0004219776,0.001400176,0.0009048083,0.0009332573,0.001628283,0.0007787299,0.000181737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418732,"about_ca_system_score_gemma":0.0003121697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029438,"about_ca_topic_score_gemma":0.002969608,"domain_scores_codex":[0.9964809,0.000796444,0.0003043801,0.001149152,0.0008416502,0.0004275759],"domain_scores_gemma":[0.9911686,0.002835265,0.002736981,0.001108551,0.001426331,0.0007241415],"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":[0.001508183,0.0001699889,0.2336614,0.0002357783,0.0003840796,0.00007895438,0.001184778,0.0003285865,0.7491223,0.0007912024,0.00007580849,0.01245891],"study_design_scores_gemma":[0.00001253729,0.000686704,0.9543153,0.00001408039,0.0001322219,0.0002947582,0.000687732,0.000779602,0.04227437,0.000422664,0.0003479262,0.000032217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9969523,0.0002956371,0.001780573,0.000009343637,0.000005267944,0.00001549846,0.0002789639,0.00001829333,0.0006441562],"genre_scores_gemma":[0.9976457,0.00006123725,0.001587555,0.00001251325,0.000006066288,0.00004656273,0.0002871533,0.00001073156,0.0003425494],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002224449,"threshold_uncertainty_score":0.008467734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658468535796437,"score_gpt":0.2835134664961466,"score_spread":0.2569287811381822,"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."}}