{"id":"W4416229718","doi":"10.1079/protocolrxiv.2025.00015","title":"Scientific evidence to support micronutrient management practices and recommendations for corn and soybeans in Ontario – A systematic map protocol","year":2025,"lang":"","type":"article","venue":"","topic":"Plant Micronutrient Interactions and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"VISTA Science & Technology; University of Guelph; Brock University","funders":"","keywords":"Protocol (science); Scientific evidence; Evidence-based practice; Micronutrient; Evidence-based management; Agriculture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0285838,0.001293367,0.002729661,0.02241992,0.003724728,0.003376627,0.003196748,0.001977067,0.0183497],"category_scores_gemma":[0.07845583,0.002447248,0.005104371,0.01721972,0.00161151,0.001765966,0.005167003,0.001747849,0.001812179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03109861,"about_ca_system_score_gemma":0.2222555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5867615,"about_ca_topic_score_gemma":0.7889671,"domain_scores_codex":[0.9834626,0.003180233,0.007185496,0.0009277203,0.004201035,0.001042873],"domain_scores_gemma":[0.8995917,0.02113231,0.01779746,0.004727877,0.05330679,0.003443782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002934064,0.000553074,0.06787775,0.3861695,0.004822047,0.001034208,0.01094603,0.004282838,0.004070205,0.007217543,0.196935,0.3131578],"study_design_scores_gemma":[0.005117544,0.001074764,0.3545541,0.2313225,0.01218032,0.0003419232,0.008522722,0.002536739,0.002884692,0.005346577,0.3756419,0.0004763423],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05078711,0.03079154,0.01613999,0.01550009,0.001100788,0.4978492,0.336975,0.0009825573,0.04987369],"genre_scores_gemma":[0.1535356,0.03374699,0.1614511,0.004457548,0.0002851149,0.5547755,0.07640045,0.000170441,0.01517733],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4132385,"threshold_uncertainty_score":0.8313442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06897611133027981,"score_gpt":0.3383361339866011,"score_spread":0.2693600226563213,"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."}}