{"id":"W7162020893","doi":"10.82308/20038","title":"Maize root colonization by arbuscular mycorrhizal fungi","year":2022,"lang":"en","type":"dissertation","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":"Colonization; Fertilizer; Arbuscular mycorrhizal; Crop; Arbuscular mycorrhiza; Mycorrhiza; Arbuscular mycorrhizal fungi; Poaceae; Phosphorus","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":[0.0001567477,0.0002066357,0.0002003857,0.0002909473,0.0002707537,0.0004024649,0.0002361061,0.0002071093,0.0004429988],"category_scores_gemma":[0.0001547197,0.0001371714,0.0002341566,0.0002355536,0.0001733857,0.0002104281,0.0002212855,0.0003702407,0.0001431692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006174478,"about_ca_system_score_gemma":0.0003291267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441271,"about_ca_topic_score_gemma":0.0334487,"domain_scores_codex":[0.999791,0.0000158248,0.00001274022,0.00007857257,0.00004676665,0.00005515695],"domain_scores_gemma":[0.9997721,0.00003544092,0.00008439382,0.00001634139,0.00005617687,0.00003561677],"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":[0.0002604415,0.00003315696,0.01938208,0.00003893688,0.00001145937,0.00004028324,0.0001305086,0.00005008433,0.9781809,0.00005006203,0.00002541493,0.001796755],"study_design_scores_gemma":[0.00001569299,0.0006961121,0.8458732,0.00001371699,0.0000249325,0.0001022877,0.0003689891,0.0006436692,0.1510891,0.00005470781,0.001100707,0.00001691994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992015,0.0001504793,0.0001437589,0.000006646166,8.601857e-7,0.00000659188,0.0001571985,0.000006077197,0.0003270215],"genre_scores_gemma":[0.9979447,0.0002160077,0.0007701386,0.0000222649,0.000001596246,0.00001384939,0.0003118117,0.000003968442,0.0007157116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441271,"threshold_uncertainty_score":0.02865762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00519761622512048,"score_gpt":0.2077766207947587,"score_spread":0.2025790045696382,"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."}}