{"id":"W6931120828","doi":"10.5281/zenodo.4762923","title":"Sweltsa exquisita","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Control Systems and Identification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tributary; Spring (device); Bay; Hydrology (agriculture); Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002652,0.00008324694,0.00008764798,0.000122022,0.0006115579,0.0004979607,0.0003933,0.00003894239,0.003340994],"category_scores_gemma":[0.00008434818,0.00009177904,0.00003322984,0.0002583806,0.00001914333,0.000194195,0.00007629171,0.0001136596,0.008764409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008253328,"about_ca_system_score_gemma":5.358343e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003861079,"about_ca_topic_score_gemma":1.228776e-7,"domain_scores_codex":[0.9992287,0.00005438324,0.0001713864,0.0001679678,0.000171605,0.0002059336],"domain_scores_gemma":[0.9994151,0.000005005062,0.00002604369,0.0003000668,0.0001659565,0.0000878252],"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":[0.0000153872,0.00005216481,0.000001343479,0.000038689,0.00002922091,0.000006366894,0.0006406707,0.0007097064,0.06243449,0.007276995,0.4912038,0.4375912],"study_design_scores_gemma":[0.000247634,0.0000514201,0.002264437,0.00001361897,0.000005692264,0.00003031689,0.00006469149,0.003636938,0.0004925681,0.00021739,0.9928571,0.0001182052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1075537,0.0008617026,0.03523349,0.001565663,0.0006285144,0.0009348717,0.000132633,0.006840758,0.8462486],"genre_scores_gemma":[0.9981775,0.00003910095,0.00005495913,0.00004446568,0.0001661936,1.16976e-8,0.00030847,0.0004640486,0.0007452626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8906237,"threshold_uncertainty_score":0.9975701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734673309649602,"score_gpt":0.206378342503315,"score_spread":0.189031609406819,"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."}}