{"id":"W3117698561","doi":"","title":"The Composition and Classification of Forest Floors and Related Soil Profiles in Saskatchewan1","year":2016,"lang":"en","type":"article","venue":"Scientific Agriculture","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Composition (language); Forestry; Environmental science; Soil science; Geography; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003087647,0.00007475603,0.00008147091,0.000009761709,0.0002631079,0.00005896092,0.0000938107,0.00007790486,0.00001774028],"category_scores_gemma":[0.0000114047,0.00001664061,0.00002568405,0.0003005387,0.0002819642,0.0001037866,0.00001924624,0.00005143708,0.000005132355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009483164,"about_ca_system_score_gemma":0.000004602819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003182902,"about_ca_topic_score_gemma":0.001888474,"domain_scores_codex":[0.9992454,0.00004086923,0.0001841782,0.0002317888,0.0001676453,0.0001300888],"domain_scores_gemma":[0.9996898,0.0000896717,0.00007335762,0.00004097987,0.0000583776,0.00004783573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001177615,0.00003022074,0.0778419,0.00000322456,0.000002492449,4.264074e-7,0.000207306,4.931949e-7,0.9033358,0.000830205,0.0006531965,0.01708302],"study_design_scores_gemma":[0.0001525842,0.00002968753,0.9871183,0.00004917551,0.000005000408,0.000003558239,0.0009000826,0.00002220355,0.00870835,0.0004874214,0.002458236,0.00006536948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958744,0.0002378538,7.299307e-7,0.003299044,0.0001527205,0.0001731407,0.0000208834,0.00001956962,0.0002216358],"genre_scores_gemma":[0.9982609,0.00008856777,0.000006867044,0.00001032522,0.00001749312,0.00001069597,0.00004927519,3.551228e-7,0.001555565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9092764,"threshold_uncertainty_score":0.202364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021221327163199,"score_gpt":0.190251491669109,"score_spread":0.180039278397477,"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."}}