{"id":"W2802500623","doi":"10.1016/j.still.2018.04.011","title":"Increasing organic stocks in agricultural soils: Knowledge gaps and potential innovations","year":2018,"lang":"en","type":"article","venue":"Soil and Tillage Research","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":711,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agence Nationale de la Recherche","keywords":"Soil carbon; Environmental science; Soil organic matter; Soil functions; Soil water; Soil fertility; Agriculture; Food security; Carbon sequestration; Agroforestry; Soil biodiversity; Environmental resource management; Soil science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353336780865892,"score_gpt":0.2990093775540129,"score_spread":0.2636756994674236,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["observational","bench_or_experimental"],"consensus_intersection":["observational"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.0010986495765621424,"metaepi_narrow":0.000030518043793392844,"metaepi_broad":0.000015259021896696422,"bibliometrics":0.0006103608758678569,"sts":0.0004119935912108034,"scholarly_communication":0.0008239871824216068,"open_science":0.00007629510948348211,"research_integrity":0.0002746623941405356,"randomized_trial":0.00006103608758678569,"nonrandomized_trial":0.00007629510948348211,"observational":0.06388952468146791,"systematic_review":0.00010681315327687495,"meta_analysis":0.000015259021896696422,"case_report":0.00007629510948348211,"qualitative":0.000045777065690089265,"simulation_or_modeling":0.0010681315327687496,"bench_or_experimental":0.6520180056458381,"theoretical_or_conceptual":0.0010681315327687496,"not_applicable":0.0005188067444876783,"design_other":0.002822919050888838},"gemma":{"metaresearch":0.00015259021896696422,"metaepi_narrow":0.000030518043793392844,"metaepi_broad":0.000030518043793392844,"bibliometrics":0.0015564202334630351,"sts":0.0012970168612191958,"scholarly_communication":0.00009155413138017853,"open_science":0.00007629510948348211,"research_integrity":0.0008850232700083925,"randomized_trial":0.000015259021896696422,"nonrandomized_trial":0.00006103608758678569,"observational":0.25767910276951245,"systematic_review":0.000045777065690089265,"meta_analysis":0.000030518043793392844,"case_report":0.00032043945983062486,"qualitative":0.0003662165255207141,"simulation_or_modeling":0.004867627985046159,"bench_or_experimental":0.025864042114900433,"theoretical_or_conceptual":0.005172808422980087,"not_applicable":0.003860532539864195}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}