{"id":"W4299564217","doi":"","title":"Effects of crushing and drying organic products on their nitrogen and carbon mineralization in soil incubations","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Mineralization (soil science); Nitrogen; Environmental chemistry; Nitrogen cycle; Carbon fibers; Soil carbon; Total organic carbon; Environmental science; Chemistry; Soil science; Materials science; Soil water; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005103233,0.0006155393,0.0005973424,0.000236053,0.0003708825,0.0007542903,0.0004554557,0.0006599756,0.00213569],"category_scores_gemma":[0.001344872,0.0004140397,0.0003852498,0.0004148908,0.0005943,0.0004113753,0.0004234407,0.0009015524,0.0003215313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006615477,"about_ca_system_score_gemma":0.0007857154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047172,"about_ca_topic_score_gemma":0.01085909,"domain_scores_codex":[0.9994212,0.00008197339,0.00006731113,0.0001981675,0.00007411359,0.0001572136],"domain_scores_gemma":[0.9984358,0.000809401,0.0001814039,0.0001372103,0.0001835754,0.0002526159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01219063,0.0001669072,0.00323601,0.0001630446,0.00004863507,0.0001264422,0.0001853933,0.000284463,0.9790268,0.00004287923,0.00008342317,0.004445449],"study_design_scores_gemma":[0.0001040896,0.002835463,0.04326487,0.00002242511,0.000100726,0.0001014901,0.0002064926,0.001048485,0.9507446,0.00006969254,0.001466988,0.00003465384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981003,0.0004941098,0.0002208561,0.00002776833,0.00003165412,0.00002415103,0.0004898988,0.00001401724,0.0005971433],"genre_scores_gemma":[0.9940918,0.0005550237,0.001394831,0.00006344512,0.00003013975,0.00004710423,0.0008565786,0.00004193034,0.002919223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047172,"threshold_uncertainty_score":0.02082157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006349203918477235,"score_gpt":0.185362849369209,"score_spread":0.1790136454507318,"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."}}