{"id":"W2042434381","doi":"10.2113/gscanmin.42.2.393","title":"PALLADIUM, A PROGRAM TO MODEL THE CHROMATOGRAPHIC SEPARATION OF THE PLATINUM-GROUP ELEMENTS, BASE METALS AND SULFUR IN A SOLIDIFYING PILE OF IGNEOUS CRYSTALS","year":2004,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Platinum group; Sulfide; Silicate; Igneous rock; Geology; Fractional crystallization (geology); Crystallization; Volatiles; Compaction; Magma chamber; Palladium; Magma; Platinum; Geochemistry; Mineralogy; Chemistry; Materials science; Metallurgy; Catalysis; Mantle (geology); Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004090683,0.0001120844,0.0001945896,0.00007616926,0.0001720443,0.00003346388,0.0002985337,0.00004570382,0.0001545835],"category_scores_gemma":[0.00008399526,0.00005088717,0.00007963707,0.0005724396,0.0002872722,0.00003695087,0.00002001864,0.0001055336,0.000002896366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000992634,"about_ca_system_score_gemma":0.00008990867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.552586,"about_ca_topic_score_gemma":0.9661412,"domain_scores_codex":[0.9989949,0.00008376948,0.0002963263,0.0001665459,0.0001738918,0.0002845902],"domain_scores_gemma":[0.9994305,0.0000739117,0.00009936166,0.0002205458,0.0000348764,0.0001408259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00009067082,0.0001331414,0.3402701,0.0000911396,0.0001690368,0.00002430622,0.002504876,0.6264328,0.01943402,0.002622603,0.0005401336,0.007687175],"study_design_scores_gemma":[0.001478381,0.0007609845,0.7017497,0.0001551093,0.0002804783,0.0000510085,0.001080983,0.2181342,0.002838153,0.07180105,0.0009908422,0.0006790222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945924,0.0003275248,0.00002025547,0.003651512,0.00001303685,0.0004349291,0.0001260419,0.000005920877,0.0008284061],"genre_scores_gemma":[0.9988648,0.00001533306,0.0004637028,0.0005446689,0.00001182755,0.00001182656,0.0000410804,0.000001747274,0.00004501257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4135551,"threshold_uncertainty_score":0.4503934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970330991471888,"score_gpt":0.2310546936540207,"score_spread":0.2113513837393018,"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."}}