{"id":"W2321243231","doi":"10.1071/aseg2012ab232","title":"Electrical Properties of Magnetite- and Hematite-Rich Rocks and Ores","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Hematite; Magnetite; Geology; Iron oxide copper gold ore deposits; Mineralogy; Grain size; Iron ore; Geochemistry; Materials science; Metallurgy; Quartz","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406013,0.0001295551,0.0002149315,0.00005948157,0.00007358161,0.00002768321,0.00007276075,0.00007197413,0.0001776475],"category_scores_gemma":[0.000237688,0.00008648899,0.00002655833,0.0001959608,0.00009758143,0.0002238752,0.00001408809,0.0001545787,0.00004025195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000123231,"about_ca_system_score_gemma":0.00001548245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005773779,"about_ca_topic_score_gemma":0.00004805631,"domain_scores_codex":[0.9989797,0.00006472066,0.0002169803,0.0001728206,0.0001967092,0.0003690826],"domain_scores_gemma":[0.9993356,0.000223771,0.00007336459,0.0000977085,0.00003187264,0.0002376791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005366009,0.0001028648,0.01814908,0.0000817206,0.00001590648,0.000003015346,0.0001551234,0.00002538952,0.001206949,0.0001816468,0.0001120721,0.9799126],"study_design_scores_gemma":[0.0001413173,0.0002262472,0.9836393,0.00001475442,0.00001949496,0.00002354235,0.00002452036,0.0004201811,0.01265627,0.002215267,0.0004878595,0.0001312239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914309,0.006341241,0.00002305173,0.0001317423,0.00005323218,0.0001117247,0.000006832675,0.00002217043,0.001879115],"genre_scores_gemma":[0.9977276,0.0001158596,0.001740753,0.0001121455,0.00009848736,0.000001289946,0.000005382963,0.000002905592,0.0001955549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9797813,"threshold_uncertainty_score":0.3526919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708826861851554,"score_gpt":0.2236676160502918,"score_spread":0.2065793474317763,"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."}}