{"id":"W3214441000","doi":"10.7185/gold2021.5434","title":"Outstanding woman-geologist N. Sarsadskih - A forgotten discoverer of the Yakutian Kimberlite Province","year":2021,"lang":"en","type":"article","venue":"Goldschmidt2021 abstracts","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geologist; Kimberlite; Geology; Computer science; Archaeology; History; Geochemistry; Paleontology; Mantle (geology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002151059,0.0002881963,0.0003556685,0.00007964646,0.0003335974,0.0001788758,0.0005055403,0.0001559985,0.001123565],"category_scores_gemma":[0.0002291806,0.0002200623,0.0002056535,0.00009548529,0.0008031358,0.0003459965,0.0003817566,0.0004775529,0.0001160857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126139,"about_ca_system_score_gemma":0.000146452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002300271,"about_ca_topic_score_gemma":0.002291759,"domain_scores_codex":[0.9979753,0.00007195051,0.00055494,0.0004987802,0.0003686709,0.0005302877],"domain_scores_gemma":[0.9984236,0.0001368828,0.0004362944,0.0008703566,0.0000569627,0.00007592685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001537467,0.001149968,0.1626638,0.0006690564,0.0008021834,0.00113491,0.0232196,0.001388059,0.03130194,0.715932,0.05474304,0.006841775],"study_design_scores_gemma":[0.0008832579,0.00009573146,0.193024,0.0003931744,0.0001536719,0.00007153842,0.00834387,0.00004718673,0.02470719,0.004358571,0.7672315,0.000690333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275129,0.000688418,0.00002863174,0.002686912,0.000781448,0.0003228282,0.0001723456,0.0001439696,0.06766255],"genre_scores_gemma":[0.9715602,0.0000281676,0.0002471172,0.0004535324,0.0002067783,0.00001612384,0.00003569843,0.00003786942,0.02741454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7124884,"threshold_uncertainty_score":0.9997895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972503423790221,"score_gpt":0.2079006369970566,"score_spread":0.1881756027591544,"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."}}