{"id":"W4394685371","doi":"10.1163/15685411-bja10317","title":"Arrival and survival of nematology in Canada","year":2024,"lang":"en","type":"article","venue":"Nematology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Nematology; Biology; Ecology; Nematode","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001203842,0.0002775196,0.0003263175,0.002454287,0.005377226,0.003589042,0.0008296137,0.0006428387,0.007816336],"category_scores_gemma":[0.001831005,0.0002380128,0.0002189037,0.00340966,0.001225813,0.0007217178,0.001417905,0.001655796,0.0005773517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08399507,"about_ca_system_score_gemma":0.137284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920253,"about_ca_topic_score_gemma":0.9963343,"domain_scores_codex":[0.9978281,0.000099148,0.00003664165,0.0001877455,0.001039542,0.0008089296],"domain_scores_gemma":[0.991565,0.0002390871,0.0004615794,0.00006795397,0.005517464,0.002148864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009807999,0.0002786169,0.4811828,0.001394931,0.0001045376,0.0021774,0.0126877,0.0007196807,0.01391549,0.02329751,0.09421454,0.369046],"study_design_scores_gemma":[0.00001889205,0.000200887,0.5321174,0.0004879394,0.00004487052,0.000377155,0.01447748,0.0004926797,0.00253982,0.0004830692,0.4486827,0.00007721136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7329739,0.06256276,0.001569406,0.06141675,0.001632919,0.0001694166,0.006858401,0.0002507359,0.1325658],"genre_scores_gemma":[0.9237573,0.0235015,0.001453598,0.004168392,0.0002037093,0.00002208376,0.001349773,0.00005477524,0.04548888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08399507,"threshold_uncertainty_score":0.6094298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166734004750416,"score_gpt":0.2035286407545754,"score_spread":0.1918613007070713,"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."}}