{"id":"W2888838098","doi":"","title":"2002 soil and weed survey conducted on Saskatchewan organic cropland","year":2003,"lang":"en","type":"article","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil survey; Weed; Forestry; Geography; Environmental science; Agroforestry; Agronomy; Soil water; Soil science","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":[0.0001786845,0.0004182766,0.0001937515,0.001526639,0.001069572,0.0004449456,0.0004031434,0.0002270185,0.002956525],"category_scores_gemma":[0.0002314495,0.0002546315,0.0001253525,0.002302204,0.0003489216,0.0002095416,0.0005318867,0.0002244053,0.000575532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006134384,"about_ca_system_score_gemma":0.006812288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7801226,"about_ca_topic_score_gemma":0.9524836,"domain_scores_codex":[0.9998392,0.00001352593,0.000009596408,0.00003702164,0.00005149803,0.00004906606],"domain_scores_gemma":[0.9995874,0.00002066299,0.00006607737,0.00001675104,0.0001993855,0.0001097483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002468568,0.0002090875,0.946954,0.0001288431,0.00007525463,0.001117877,0.001547136,0.0004277244,0.02309143,0.0001537613,0.002804545,0.02324352],"study_design_scores_gemma":[0.0000105935,0.00007869375,0.994165,0.00001627204,0.00001282171,0.00007123266,0.001567321,0.0001850753,0.0009400179,0.00002532951,0.002917656,0.00001000043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920861,0.00008249984,0.0001634837,0.00006616701,0.000004398198,0.0001412247,0.004015858,0.00001307241,0.003427153],"genre_scores_gemma":[0.978835,0.0005786711,0.001286701,0.0003459304,0.000006403888,0.0002261618,0.007399562,0.000007987938,0.01131371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198774,"threshold_uncertainty_score":0.4423446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135773422950884,"score_gpt":0.204851281266004,"score_spread":0.1834935470364952,"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."}}