{"id":"W4386913276","doi":"10.1016/j.catena.2023.107535","title":"Relating soil properties to soil losses by wind erosion in a cultivated organic soil in the southwest of Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"CATENA","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Soil water; Erosion; Aeolian processes; Soil science; Environmental science; Deposition (geology); Organic matter; Bulk density; Linear regression; Soil organic matter; Soil test; Hydrology (agriculture); Geology; Mathematics; Sediment; Ecology; Geomorphology; Geotechnical engineering; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002673631,0.0001008267,0.0001674071,0.00006797036,0.00005822771,0.00001868104,0.0002092912,0.00004755985,0.00006109267],"category_scores_gemma":[0.0002092364,0.00006170454,0.00001644355,0.000913054,0.00004844036,0.0001038806,0.000017309,0.0001170685,0.00002577091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001178196,"about_ca_system_score_gemma":0.0003269258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9475355,"about_ca_topic_score_gemma":0.9922022,"domain_scores_codex":[0.9990654,0.00006477541,0.0002405065,0.0001640831,0.0002076776,0.0002575804],"domain_scores_gemma":[0.9996073,0.0001146969,0.00007375987,0.0001197107,0.00003795722,0.00004658816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007683028,0.0000263853,0.8940033,0.0003971137,0.00000943444,0.00003203609,0.01494437,0.05687778,0.02184862,0.00000230817,0.00934264,0.002439145],"study_design_scores_gemma":[0.0004169693,0.0001081259,0.9432478,0.0004364212,0.000008817877,0.000003759465,0.01043469,0.01025032,0.0345585,0.00005427552,0.0002444192,0.0002359023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985626,0.0003555168,8.845168e-7,0.0006128057,0.00006643036,0.000141787,0.00002954975,0.00001239872,0.0002180012],"genre_scores_gemma":[0.9992688,0.0000248385,0.000001937675,0.0001243649,0.00001678681,0.000001631214,0.00005701366,0.000004463393,0.0005001351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04924446,"threshold_uncertainty_score":0.2516238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306171798763711,"score_gpt":0.1864369215114005,"score_spread":0.1733752035237634,"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."}}