{"id":"W3208624774","doi":"10.1139/cjss-2021-0040","title":"Characterization of soil magnetic susceptibility: a review of fundamental concepts, instrumentation, and applications","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Soil Science","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Instrumentation (computer programming); Soil science; Characterization (materials science); Environmental science; Environmental magnetism; Soil test; Soil water; Magnetic susceptibility; Materials science; Computer science; Chemistry; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001351569,0.00130684,0.002290176,0.005006036,0.0003647481,0.00123642,0.001322714,0.001315752,0.002456509],"category_scores_gemma":[0.001574674,0.0006026904,0.0006696143,0.005840991,0.0009643565,0.002268165,0.0006809475,0.001557375,0.002008469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009966847,"about_ca_system_score_gemma":0.001812435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00386227,"about_ca_topic_score_gemma":0.003715397,"domain_scores_codex":[0.9994934,0.00006843032,0.00006969719,0.0001116699,0.0002274781,0.00002931423],"domain_scores_gemma":[0.9987858,0.0006064348,0.0001542274,0.00003833908,0.0003634394,0.0000518706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004559648,0.00007590291,0.0003943208,0.02854914,0.00008439092,0.0001273824,0.00006954451,0.0007218149,0.005176349,0.003483337,0.01482344,0.9464487],"study_design_scores_gemma":[0.00001248473,0.0001490056,0.00198734,0.004190777,0.0001543363,0.001123706,0.00009292538,0.0002834806,0.002671448,0.002925212,0.9863409,0.00006848491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001483074,0.9982885,0.0004752411,0.0001683433,0.0001154029,0.000007129951,0.00003635705,0.00001288665,0.0007478645],"genre_scores_gemma":[0.0009580224,0.9975896,0.000735036,0.0001021752,0.0001293603,0.00001222297,0.000059331,0.000003578223,0.0004106939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005006036,"threshold_uncertainty_score":0.008217871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653760652645484,"score_gpt":0.2840415314479453,"score_spread":0.2675039249214904,"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."}}