{"id":"W2907440312","doi":"10.3390/min9010025","title":"Variations of Major and Minor Elements in Pt–Fe Alloy Minerals: A Review and New Observations","year":2019,"lang":"en","type":"review","venue":"Minerals","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lode; Placer mining; Geology; Placer deposit; Geochemistry; Chromitite; Alloy; Platinum group; Fractional crystallization (geology); Weathering; Mineralogy; Metallurgy; Platinum; Materials science; Chemistry; Mantle (geology); Paleontology; Catalysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004815532,0.0002957447,0.001334636,0.0001218231,0.00003410287,0.00005023094,0.0005255519,0.0001563426,0.00006029054],"category_scores_gemma":[0.0003690934,0.0002457306,0.0001186948,0.0005236799,0.00002696787,0.0001857855,0.0003503357,0.0001627062,0.000009123135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000200521,"about_ca_system_score_gemma":0.0001930331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472234,"about_ca_topic_score_gemma":0.00003322299,"domain_scores_codex":[0.9980857,0.0001297554,0.00088384,0.0005138249,0.000142206,0.0002446652],"domain_scores_gemma":[0.9985272,0.0002131985,0.0004925717,0.0005884141,0.00008432588,0.00009430067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001906403,0.0002849705,0.0005879042,0.2689186,0.0004954962,0.00002958167,0.0004727156,0.000007614653,0.001027869,0.02730232,0.151967,0.5489041],"study_design_scores_gemma":[0.0001929783,0.00002026811,0.00003668228,0.01149093,0.0002861413,0.00002378716,0.000001554077,0.0001258125,0.000002001846,0.0004903984,0.987085,0.0002444548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000128862,0.9949943,0.0003062624,0.002325189,0.00007017625,0.0008365909,0.00003070588,0.00001836925,0.001405551],"genre_scores_gemma":[0.000004023885,0.9513178,0.01553411,0.0003897666,0.00004230355,0.00008151153,0.00007419859,0.00000527419,0.03255104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8351181,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1343676293452602,"score_gpt":0.3286985258138578,"score_spread":0.1943308964685976,"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."}}