{"id":"W4399582258","doi":"10.3390/microorganisms12061187","title":"Discovery and Characterization of Four Aphelenchid Species from Cultivated Regions of Southern Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Results Driven Agriculture Research","keywords":"Rostrum; Biology; Stylet; Anatomy; Nematode; Excretory system; Taxonomy (biology); Spicule; Botany; Sponge spicule; Paleontology; Genus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002276703,0.00008458357,0.0001410067,0.000009299952,0.00005358382,0.00004299166,0.00007248377,0.00002526411,0.0002035606],"category_scores_gemma":[0.000006480159,0.00003578905,0.00002622504,0.0001783558,0.00004319612,0.00009058889,0.00006138328,0.0000281585,0.000004373283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008762288,"about_ca_system_score_gemma":0.00001002087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.100964,"about_ca_topic_score_gemma":0.1605161,"domain_scores_codex":[0.9994916,0.00001667427,0.0001727833,0.000146766,0.00009245986,0.00007972916],"domain_scores_gemma":[0.999786,0.00006456383,0.00007120922,0.00003197173,0.00003001228,0.00001622485],"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":[0.000005497203,0.00001001316,0.004909806,0.00001905174,0.000033932,0.000001289976,0.0003560832,3.367019e-8,0.9934733,0.000296423,0.0001998676,0.0006947001],"study_design_scores_gemma":[0.0000875301,0.00003413132,0.3980658,0.0001309904,0.0000464963,0.000001242313,0.002279858,0.00001393264,0.5830711,0.000218096,0.01587066,0.0001802141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997934,0.00007646882,0.00003813475,0.001004211,0.00008842262,0.00007934273,0.000605384,0.00001533395,0.0001587262],"genre_scores_gemma":[0.9953334,0.00008756477,0.000009294004,0.0000593384,0.00006144382,0.00000198101,0.0003503273,0.00000134086,0.004095295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4104022,"threshold_uncertainty_score":0.9050228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077346891584057,"score_gpt":0.1648844293158711,"score_spread":0.1541109604000305,"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."}}