{"id":"W3187940102","doi":"10.1002/essoar.10501123.1","title":"The Henkel Petrophysical Plot: Mineralogy and Lithology from Physical Properties","year":2019,"lang":"en","type":"article","venue":"","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Geological Survey of Canada","funders":"","keywords":"Magnetite; Geology; Igneous rock; Mineralogy; Petrophysics; Feldspar; Lithology; Geochemistry; Quartz; Paramagnetism; Mineral; Rock magnetism; Magnetization; Chemistry; Porosity; Remanence; Magnetic field","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":[0.0006098775,0.0005800914,0.0003087408,0.004928608,0.0001871964,0.0008532814,0.000338557,0.0002978681,0.01078908],"category_scores_gemma":[0.00274245,0.0001740954,0.0003545705,0.002066941,0.0004549098,0.001106643,0.0006816884,0.0004271845,0.002611303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114514,"about_ca_system_score_gemma":0.0003788945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00415346,"about_ca_topic_score_gemma":0.002729073,"domain_scores_codex":[0.9997039,0.00007418534,0.00001734486,0.00005174301,0.0001260568,0.0000266677],"domain_scores_gemma":[0.998867,0.0005314167,0.0002053588,0.0001154215,0.0002085704,0.00007211012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000908587,0.0001559765,0.4293123,0.0006327408,0.0005047592,0.0008887758,0.0009840498,0.04393817,0.05008366,0.03931183,0.03059571,0.4026834],"study_design_scores_gemma":[0.00005649136,0.0002414076,0.6566094,0.0000927876,0.0001181999,0.002036857,0.0008358078,0.2229504,0.02722714,0.0317256,0.05792281,0.0001831778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5860782,0.001461588,0.3152933,0.001007403,0.0001148139,0.0002054708,0.02276174,0.01822779,0.05484973],"genre_scores_gemma":[0.9454939,0.0002586206,0.04357191,0.00007816956,0.00004293285,0.00009623194,0.004532885,0.000566077,0.005359292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078908,"threshold_uncertainty_score":0.036093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005999958223843711,"score_gpt":0.1984774492531181,"score_spread":0.1924774910292744,"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."}}