{"id":"W2064503332","doi":"10.1071/en07091","title":"Fitzroy River Basin, Queensland, Australia. IV. Identification of flood sediment sources in the Fitzroy River","year":2008,"lang":"en","type":"article","venue":"Environmental Chemistry","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Sediment; Hydrology (agriculture); Drainage basin; Context (archaeology); Flood myth; Environmental science; Geology; Floodplain; Geomorphology; 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":[0.0001446774,0.0001075092,0.0001043053,0.00001456054,0.0001232589,0.00001153437,0.0002243766,0.00007237694,0.004692029],"category_scores_gemma":[0.00001019953,0.00007433292,0.00004712242,0.00007901159,0.0003091179,0.000132446,0.00001408039,0.0001212829,0.0002539251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006264073,"about_ca_system_score_gemma":0.000006850787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000407626,"about_ca_topic_score_gemma":0.00001595962,"domain_scores_codex":[0.9991365,0.00002938917,0.0002533017,0.0001630491,0.0002572196,0.0001605226],"domain_scores_gemma":[0.99964,0.00005345827,0.0001009275,0.0001610701,0.00000330865,0.00004118928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001577693,0.0000715124,0.9938886,0.00003534377,0.000009387403,0.00001000135,0.001869428,0.001430546,0.001708205,0.000001154747,0.0004464436,0.000513592],"study_design_scores_gemma":[0.0002108532,0.00002534172,0.9692866,0.000006648901,0.00001011436,0.00003420249,0.0006604419,0.0002238875,0.02651841,0.0001322117,0.002784599,0.0001066561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983195,0.0002705662,0.000009351524,0.0001180795,0.00002804904,0.00008612464,0.0001289377,0.000007122445,0.001032246],"genre_scores_gemma":[0.9983677,0.0001499644,0.00008577604,0.00006910165,0.00003679107,0.000002813693,0.0003007247,0.000001528805,0.0009856552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0248102,"threshold_uncertainty_score":0.9962178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372936388345837,"score_gpt":0.1902941002451006,"score_spread":0.1765647363616423,"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."}}