{"id":"W2894393567","doi":"10.5593/sgem2018/1.1/s01.041","title":"MULTIPLE GENERATIONS OF PYROCHLORES FROM THE OKA CARBONATITE COMPLEX, CANADA","year":2018,"lang":"en","type":"article","venue":"International Multidisciplinary Scientific GeoConference SGEM ...","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Carbonatite; Computer science; Geology; Geochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003309564,0.0001943086,0.0001959824,0.00008965313,0.0008313059,0.0003442369,0.001108245,0.0000502836,0.004685821],"category_scores_gemma":[0.000307075,0.000142609,0.00008805822,0.0002290481,0.000842349,0.0003427903,0.0004061394,0.0001356624,0.0001611641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116221,"about_ca_system_score_gemma":0.0006053151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3272664,"about_ca_topic_score_gemma":0.8048555,"domain_scores_codex":[0.9977625,0.00008121011,0.0005317598,0.0005522899,0.0007777931,0.0002944434],"domain_scores_gemma":[0.9974281,0.0005220459,0.0002636568,0.0006000959,0.001084933,0.0001012375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000598077,0.0001658006,0.04596784,0.000004086849,0.00004969302,0.000004771018,0.001967085,0.001182589,0.924249,0.003005816,0.02268254,0.0006609692],"study_design_scores_gemma":[0.000874438,0.00006384792,0.6685579,0.0001085035,0.00003823423,0.000007895707,0.001937639,0.1550122,0.1154926,0.003012061,0.05437826,0.0005164216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839437,0.0000302865,0.000767587,0.003078409,0.006925166,0.0002448833,0.001971001,0.00003805466,0.0030009],"genre_scores_gemma":[0.9947563,0.000002063416,0.001646256,0.00009522266,0.0005850234,0.00003988029,0.0004971196,0.00001223582,0.002365925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8087564,"threshold_uncertainty_score":0.996224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947060328260039,"score_gpt":0.2794758179726092,"score_spread":0.2400052146900089,"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."}}