{"id":"W4309918922","doi":"10.21203/rs.3.rs-2291905/v1","title":"Mineralogy, geochemistry and depositional environment of phosphates in the Pabdeh Formation, Khormuj anticline, SW of Iran","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Geological Survey and Mineral Exploration of Iran; University of Waterloo","keywords":"Geology; Geochemistry; Glauconite; Carbonate; Phosphate minerals; Diagenesis; Mineralogy; Phosphorite; Grainstone; Phosphate; Sedimentary depositional environment; Chemistry; Paleontology","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":[0.001253327,0.0001115484,0.0002032542,0.00009337669,0.0001342464,0.00002533141,0.0003567518,0.00008195003,0.003611511],"category_scores_gemma":[0.00005153423,0.00008403186,0.00008113391,0.0002036523,0.0002289727,0.00005776388,0.000167919,0.000488921,0.0000038287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001095966,"about_ca_system_score_gemma":0.00004320282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304386,"about_ca_topic_score_gemma":0.0004088303,"domain_scores_codex":[0.9981742,0.0002062529,0.0003626125,0.0002352305,0.0007846516,0.000237088],"domain_scores_gemma":[0.9992756,0.0002548379,0.0001208621,0.0002630008,0.00003438341,0.0000513536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000990746,0.0001860344,0.9847731,0.001727902,0.00006722381,0.00002474204,0.00118992,0.005446962,0.003404128,0.00001888436,0.000766079,0.002295942],"study_design_scores_gemma":[0.0004427474,0.0002089263,0.9512646,0.000201927,0.00004337996,0.00002111647,0.008655574,0.01118016,0.02347119,0.003618099,0.0006627535,0.0002295039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941646,0.002603975,0.000005854572,0.0006051561,0.00001183633,0.0002129221,0.0007502179,0.000002477686,0.001643],"genre_scores_gemma":[0.9956906,0.0009142947,0.0001419708,0.00001502447,0.00002908935,0.00001344255,0.003141418,0.000001665183,0.00005247491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03350848,"threshold_uncertainty_score":0.9972993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738104035831594,"score_gpt":0.3009295875099774,"score_spread":0.2635485471516615,"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."}}