{"id":"W2966794670","doi":"","title":"Abundance and diversity of nematodes and microarthropods in established and newly converted agricultural soils in western Newfoundland and Labrador","year":2019,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Fisheries and Land Resources","keywords":"Soil water; Abundance (ecology); Soil biodiversity; Soil biology; Ecology; Agronomy; Manure; Soil fertility; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003340516,0.0002764624,0.000606721,0.0003282376,0.0006756089,0.0001660075,0.0003088455,0.0003057915,0.00001261285],"category_scores_gemma":[0.00004055156,0.0001894837,0.00004960904,0.0008236087,0.0004291692,0.0007302038,0.0008923714,0.0003995833,0.000001015294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504192,"about_ca_system_score_gemma":0.00004577799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01206554,"about_ca_topic_score_gemma":0.0404774,"domain_scores_codex":[0.9979481,0.0004040028,0.0002273411,0.0006747761,0.0003900568,0.0003557439],"domain_scores_gemma":[0.9989958,0.0003247879,0.0002080087,0.00008924078,0.0002376881,0.0001444638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005067472,0.0002263339,0.8733841,0.0008618101,0.0001926065,0.0005463149,0.006741401,0.000002371414,0.1068816,0.001142911,0.0002532522,0.004699847],"study_design_scores_gemma":[0.003088249,0.0003016978,0.9628485,0.0003090468,0.00006920264,0.000007566701,0.02952464,0.00002556839,0.0003361617,0.00003354351,0.003055,0.0004007969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962337,0.0002030099,3.366223e-7,0.0001193091,0.0006787683,0.0006083975,0.00004000077,0.00002201327,0.002094468],"genre_scores_gemma":[0.983897,0.001694626,0.00001085703,0.000004270514,0.0002482228,3.259505e-7,0.0001225309,0.00000292348,0.01401927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065454,"threshold_uncertainty_score":0.9945132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961619801858992,"score_gpt":0.2356711903477288,"score_spread":0.2160549923291389,"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."}}