{"id":"W4415282441","doi":"10.3390/land14102079","title":"Soil Calcimetry Dynamics to Resolve Weathering Flux in Wollastonite-Amended Croplands","year":2025,"lang":"en","type":"article","venue":"Land","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canada First Research Excellence Fund; Impact Fund","keywords":"Weathering; Alkalinity; Carbonate; Dissolution; Pedogenesis; Soil water; Saturation (graph theory); Carbon dioxide; Precipitation; Calcite","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002761555,0.0002513046,0.0002124137,0.0003419353,0.0001755205,0.0005032934,0.000239994,0.000152275,0.0003065159],"category_scores_gemma":[0.0002693086,0.0001658092,0.0001153777,0.0003148135,0.0002136845,0.0002280277,0.0001734738,0.0002156862,0.0000755298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006933444,"about_ca_system_score_gemma":0.0003079268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03571296,"about_ca_topic_score_gemma":0.09599472,"domain_scores_codex":[0.9998496,0.00001125121,0.00001189134,0.00006594857,0.00003903655,0.00002216198],"domain_scores_gemma":[0.9997707,0.00003328647,0.00008349763,0.00001750696,0.00006464996,0.00003041136],"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":[0.0002060415,0.00003118406,0.06414985,0.00004597082,0.00002735979,0.00004529922,0.0001214167,0.0003712409,0.930821,0.00002236315,0.00003180336,0.004126414],"study_design_scores_gemma":[0.00001832513,0.0001777735,0.7868089,0.000009465158,0.00004141132,0.00008117127,0.0003590952,0.004417349,0.2064369,0.00003948144,0.001594688,0.00001538675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987401,0.00009350601,0.0006485338,0.000007151487,0.000001624503,0.00001106094,0.0002550243,0.00001375829,0.0002291652],"genre_scores_gemma":[0.9976562,0.000115945,0.001454908,0.00001402167,0.000001101204,0.0000134065,0.0003723781,0.000009523163,0.0003624425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03571296,"threshold_uncertainty_score":0.07101017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007629668807747785,"score_gpt":0.2247530970474421,"score_spread":0.2171234282396943,"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."}}