{"id":"W7094074774","doi":"","title":"Pied-billed Grebe (<i>Podilymbus podiceps</i>)","year":2023,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Fusible alloy; Triacetin","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006345407,0.000412324,0.001154916,0.00157735,0.0006683634,0.00009151011,0.0020461,0.0003641558,0.001320101],"category_scores_gemma":[0.0001794003,0.0006391302,0.0007099857,0.002280591,0.001174925,0.001439594,0.001394759,0.0006622893,0.004055773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611024,"about_ca_system_score_gemma":0.0001533227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008473508,"about_ca_topic_score_gemma":0.00007100237,"domain_scores_codex":[0.9971793,0.00004757968,0.000520655,0.0009311923,0.0004371426,0.0008840975],"domain_scores_gemma":[0.9973638,0.000176789,0.0007968611,0.0009409632,0.0002666051,0.0004549908],"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":[0.002707585,0.0004795733,0.6972585,0.0006325092,0.001964645,0.00111162,0.08122779,0.001148245,0.0001100665,0.1743191,0.03573393,0.003306324],"study_design_scores_gemma":[0.02196792,0.001032928,0.2768828,0.0004794882,0.0003952081,0.0000234454,0.3290408,0.005682631,0.0001388556,0.01882274,0.3412703,0.004262852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8714559,0.0001280622,0.001418959,0.0005532497,0.0006464605,0.0004705416,0.00581605,0.0003123551,0.1191984],"genre_scores_gemma":[0.9891825,0.0001776267,0.0003168819,0.00002243281,0.0001322087,1.664964e-7,0.0002438075,0.00004747192,0.009876917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4203757,"threshold_uncertainty_score":0.999606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639512017261319,"score_gpt":0.2029787841179684,"score_spread":0.1565836639453552,"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."}}