{"id":"W1975826108","doi":"10.1071/mf05229","title":"Aquatic geochemistry of the rare earth elements and yttrium in the Pioneer River catchment, Australia","year":2006,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Rare-earth element; Provenance; Drainage basin; Yttrium; Geology; Rare earth; Biogeochemistry; Estuary; Earth science; Hydrology (agriculture); Geochemistry; Oceanography; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006731448,0.00008072746,0.00009597491,0.00004261851,0.0001550768,0.00005328663,0.0002132025,0.0000361841,0.001842364],"category_scores_gemma":[0.00001409642,0.00004263778,0.00002822749,0.0002578092,0.0002496548,0.00005676485,0.00009658305,0.0002020929,0.00001349363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002325721,"about_ca_system_score_gemma":0.00001004348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06442619,"about_ca_topic_score_gemma":0.05293988,"domain_scores_codex":[0.998871,0.0001057641,0.0001817108,0.000173359,0.0003851404,0.0002829834],"domain_scores_gemma":[0.9996645,0.00005931798,0.00002954061,0.0001861857,0.00002362021,0.00003682075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001524192,0.00002566759,0.995764,0.00004382368,0.00001018021,0.000007820836,0.0001781769,0.000012648,0.001164019,0.00000700992,0.001709531,0.001061947],"study_design_scores_gemma":[0.0003660255,0.00003924153,0.9777036,0.00001459696,0.00001415393,0.000009103406,0.0004621977,0.001396763,0.0108779,0.002401949,0.006631871,0.00008253366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952029,0.00008254399,3.427978e-7,0.0007227563,0.00001120805,0.0001191864,0.00005509172,0.000001940701,0.003804048],"genre_scores_gemma":[0.9940628,0.0000244002,0.00004818163,0.00003157991,0.00003990496,0.000003061353,0.0001503546,0.000001157119,0.00563853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01806027,"threshold_uncertainty_score":0.9990701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348382427442598,"score_gpt":0.2699306617191712,"score_spread":0.2364468374447453,"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."}}