{"id":"W4242717336","doi":"10.46427/gold2020.954","title":"Precious Metals in Mid-Ocean Ridge Chambers: Quantifying the Mass Proportions of Recharge, Eruption and Fractionation","year":2020,"lang":"en","type":"article","venue":"Goldschmidt Abstracts","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Ridge; Geology; Groundwater recharge; Fractionation; Geochemistry; Astrobiology; Paleontology; Chemistry; Geotechnical engineering; Physics","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":[0.0005101881,0.0001140127,0.0001515741,0.00004093811,0.0001133157,0.00008153897,0.0002616154,0.00009193174,0.00005961517],"category_scores_gemma":[0.0005445359,0.00009212962,0.00004207053,0.0003549762,0.0000580434,0.0004657922,0.0000777188,0.0002302496,0.00001702112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001792427,"about_ca_system_score_gemma":0.0000558118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004197003,"about_ca_topic_score_gemma":0.00001098303,"domain_scores_codex":[0.9988438,0.00005908265,0.0003825343,0.0003123292,0.0002201515,0.0001820269],"domain_scores_gemma":[0.999131,0.0001617803,0.0003044763,0.0002267344,0.0001077051,0.00006833357],"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":[0.0002896757,0.001343211,0.0514162,0.002717406,0.0004861769,0.0003200321,0.04437263,0.1275256,0.5993729,0.05927883,0.02446442,0.08841302],"study_design_scores_gemma":[0.001810709,0.0003113998,0.4326845,0.0003935955,0.00007406546,0.0001247136,0.001643325,0.1557265,0.2782384,0.01955271,0.1083014,0.001138611],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378662,0.0003292289,0.01243426,0.03811711,0.0003148143,0.0007229499,0.00003563903,0.0001947181,0.009985046],"genre_scores_gemma":[0.995173,0.00002654117,0.004384002,0.0001796216,0.00004553507,0.00001165391,0.00002667787,0.000002739117,0.0001502796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3812683,"threshold_uncertainty_score":0.3756937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05832916724323995,"score_gpt":0.2712233847830847,"score_spread":0.2128942175398448,"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."}}