{"id":"W6943762846","doi":"10.1594/pangaea.962897","title":"A global database of measured values of Li/Mg, Mg/Ca, Sr/Ca, Ba/Ca, U/Ca and Sr-U for coral and coralline algae paleoenvironment calibrations","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"European Research Council; Natural Environment Research Council; Henry Royce Institute","keywords":"Coral; Coralline algae; Metadata; Robustness (evolution); Environmental change; Algae; Georeference; Marine conservation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346261,0.00069864,0.0006338638,0.009796727,0.0005212138,0.0009544593,0.00137412,0.0006817592,0.02355432],"category_scores_gemma":[0.003872829,0.0003695209,0.0006541007,0.01378485,0.0002487665,0.001202162,0.001993675,0.0005186202,0.01503615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008206731,"about_ca_system_score_gemma":0.001842815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02495726,"about_ca_topic_score_gemma":0.04676283,"domain_scores_codex":[0.9991486,0.00007978587,0.0001639672,0.0002317474,0.0003145116,0.00006123839],"domain_scores_gemma":[0.9971923,0.0002817345,0.0004791514,0.0006466388,0.001259408,0.0001407847],"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":[0.0003488405,0.0001704132,0.1053979,0.004137801,0.000438392,0.000267475,0.0009600864,0.003755772,0.01879051,0.009312392,0.5566284,0.299792],"study_design_scores_gemma":[0.00003846127,0.00002938336,0.1588527,0.0003261224,0.00009440233,0.0001165883,0.0003141114,0.0006917343,0.004899184,0.002219088,0.8323608,0.00005739573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0173901,0.0007236662,0.005991822,0.0001826734,0.00006666394,0.00009615605,0.9543563,0.00115262,0.02003996],"genre_scores_gemma":[0.03268025,0.0008403537,0.02255191,0.0001418957,0.00004773621,0.0004235654,0.9359419,0.0004735811,0.006898741],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02495726,"threshold_uncertainty_score":0.07879704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755338617959458,"score_gpt":0.2383313387507071,"score_spread":0.2107779525711126,"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."}}