{"id":"W3045741638","doi":"10.1130/g47882y.1","title":"Why do large, deep rivers have low-angle dune beds?: REPLY","year":2020,"lang":"en","type":"article","venue":"Geology","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Geomorphology","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":["insufficient_payload"],"category_scores_codex":[0.0001098046,0.0001264344,0.0001772754,0.00001741697,0.0001291076,0.000005147392,0.0002562177,0.0001300789,0.02512258],"category_scores_gemma":[0.00003642167,0.0001204317,0.00005122658,0.0001295443,0.0003080048,0.0001267235,0.0001106811,0.0001760509,0.002184198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001586425,"about_ca_system_score_gemma":0.000007064295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001474108,"about_ca_topic_score_gemma":0.0003913003,"domain_scores_codex":[0.9988569,0.0000434785,0.000167901,0.0004111638,0.0001226242,0.0003979348],"domain_scores_gemma":[0.9995924,0.00003433463,0.00005008949,0.0001746752,0.000005849196,0.000142648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001737643,0.0001828064,0.9482383,0.00002745209,0.00005616968,0.000395387,0.004240712,0.003294806,0.001459155,0.0005144252,0.03975556,0.001661537],"study_design_scores_gemma":[0.001210745,0.0003824824,0.05336819,0.000003426367,0.00004856335,0.00002606936,0.0002122061,0.002164176,0.001952972,0.002271942,0.9380206,0.0003386071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278073,0.0002473631,0.006243926,0.03176767,0.0002519365,0.0002197407,0.000009764329,0.0001671637,0.03328518],"genre_scores_gemma":[0.9548003,0.00003462226,0.0004485018,0.04423111,0.00005568513,0.00001072176,0.00002510857,0.000009268332,0.0003846642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8982651,"threshold_uncertainty_score":0.9985927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006877640706464331,"score_gpt":0.2005534276816943,"score_spread":0.1936757869752299,"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."}}