{"id":"W6906623125","doi":"10.17630/e36a7b73-0999-4683-8d9d-e434cb97687b","title":"Constraining the conditions of phosphogenesis: stable isotope and trace element systematics of Recent Namibian phosphatic sediments (dataset)","year":2021,"lang":"en","type":"dataset","venue":"University of St Andrews","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pyrite; Trace element; Sulfur; Sulfate; Upwelling; Phosphorite; Stable isotope ratio; Cycling; Sedimentary rock; Phosphate","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000760746,0.0003428324,0.001062448,0.0002081322,0.0002573774,0.00002245194,0.000628402,0.0002020245,0.001842872],"category_scores_gemma":[0.00007708967,0.0003389436,0.0001322565,0.0004470813,0.0007502434,0.0001573078,0.0003561358,0.0002449157,0.00002567353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156792,"about_ca_system_score_gemma":0.0004601366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139606,"about_ca_topic_score_gemma":0.001034794,"domain_scores_codex":[0.9975979,0.0002885921,0.0007221597,0.0003979422,0.0006880499,0.0003053304],"domain_scores_gemma":[0.9966335,0.0002431545,0.001720706,0.0008743069,0.0003988468,0.0001294465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008215981,0.0003877074,0.0001141115,0.003166175,0.001097002,0.00003770833,0.0005973544,0.000044865,0.0005072806,0.00004778912,0.9938401,0.00007775983],"study_design_scores_gemma":[0.002276946,0.000176595,0.0001601751,0.00297734,0.002715829,0.00001582171,0.03573136,0.0000776929,0.001717623,0.000007132589,0.9537646,0.0003789352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005353285,0.002496536,0.00002113162,0.00004129747,0.0001080594,0.0009805519,0.9909009,0.00001003419,0.00008815833],"genre_scores_gemma":[0.002908788,0.004003449,0.0003340784,0.00001845492,0.00001056382,0.000001543351,0.9926358,0.00002463067,0.00006263411],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04007553,"threshold_uncertainty_score":0.9999062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702254824784011,"score_gpt":0.2445688872861204,"score_spread":0.2175463390382803,"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."}}