{"id":"W6949838258","doi":"10.5281/zenodo.4579067","title":"Stenosarina Cooper 1977","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Beak; Range (aeronautics); Genus; Taxonomy (biology)","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":[0.0002895549,0.0001015131,0.0001218097,0.00007194468,0.0005011857,0.0002149218,0.0004673628,0.00004735041,0.008025971],"category_scores_gemma":[0.0002141982,0.0000782772,0.00004339919,0.0001725083,0.00007689424,0.0001529072,0.0002534114,0.0000992376,0.009565346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198672,"about_ca_system_score_gemma":7.708515e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008909014,"about_ca_topic_score_gemma":8.814307e-7,"domain_scores_codex":[0.9990377,0.00009443878,0.0001794858,0.0002080523,0.00019452,0.0002858138],"domain_scores_gemma":[0.9993306,0.00002611454,0.00001892904,0.000311639,0.0001720805,0.0001406036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005071443,0.00008774855,0.00002309161,0.0001180806,0.00008409897,0.00001103668,0.000485548,0.0002422529,0.05799622,0.00685952,0.1057528,0.8282889],"study_design_scores_gemma":[0.0004581215,0.00007353642,0.001131861,0.00002476616,0.000004692935,0.00002509236,0.00003367035,0.001831893,0.0001411496,0.0001491531,0.9959895,0.0001365718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2048156,0.0003546113,0.07824519,0.003412602,0.0006343353,0.001124073,0.0005756684,0.007441467,0.7033965],"genre_scores_gemma":[0.9978905,0.00002928083,0.00004541772,0.00002364529,0.0001024911,2.547534e-8,0.00007468286,0.00064899,0.001184972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8902367,"threshold_uncertainty_score":0.9928808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686387807771982,"score_gpt":0.1955111120706527,"score_spread":0.1786472339929329,"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."}}