{"id":"W2081523663","doi":"10.1016/j.epsl.2004.07.004","title":"A comment on ?The nitrogen record of crust?mantle interaction and mantle convection from Archean to Present? by B. Marty and N. Dauphas [Earth Planet. Sci. Lett. 206 (2003) 397?410]","year":2004,"lang":"en","type":"article","venue":"Earth and Planetary Science Letters","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Society of Economic Geologists Foundation","keywords":"Fumarole; Geology; Hydrothermal circulation; Volcano; Mantle (geology); Geochemistry; Geothermal gradient; Mantle plume; Crust; Radiogenic nuclide; Plume; Archean; Geophysics; Earth science; Paleontology; Tectonics; Lithosphere; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003476633,0.0001834842,0.0002221552,0.0001136226,0.0003324355,0.0001139146,0.0001860284,0.00004732985,0.00140942],"category_scores_gemma":[0.00004963646,0.0001211768,0.0000212601,0.0003606891,0.0005697344,0.0002321386,0.00003743393,0.0002296875,0.00007650482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002870171,"about_ca_system_score_gemma":0.00001866571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02925409,"about_ca_topic_score_gemma":0.003525295,"domain_scores_codex":[0.9984719,0.00007858213,0.000228212,0.0004868952,0.0003550777,0.0003793814],"domain_scores_gemma":[0.9991923,0.0002237088,0.00008674791,0.0001717512,0.00002187098,0.0003036145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006807981,0.00009069489,0.906406,0.00003733577,0.00009699776,0.00004615204,0.0005853756,0.002750331,0.02187306,0.00006158656,0.02759581,0.0397759],"study_design_scores_gemma":[0.001052133,0.001189247,0.8824492,0.00007125723,0.00007970084,0.00006987165,0.0004569525,0.008747087,0.01212276,0.002169005,0.09098126,0.0006115731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745678,0.0002883404,0.00004482098,0.02387988,0.0001428301,0.0002255161,0.0003453135,0.00001602808,0.0004894674],"genre_scores_gemma":[0.9865156,0.0001158062,0.0007183833,0.01208872,0.00007136351,0.000001483094,0.0004564373,0.000002000807,0.00003023071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06338546,"threshold_uncertainty_score":0.9995034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119506891532042,"score_gpt":0.1888986390491392,"score_spread":0.176947949895935,"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."}}