{"id":"W2792864219","doi":"10.1098/rsos.172012","title":"Palaeoecological inferences for the fossil Australian snakes<i>Yurlunggur</i>and<i>Wonambi</i>(Serpentes, Madtsoiidae)","year":2018,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Australian Research Council; South Australian Museum; National Science Foundation","keywords":"Morphometrics; Paleoecology; Postcrania; Endocast; Osteology; Biology; Paleontology; Theropoda; Taphonomy; Zoology; Cretaceous; Taxon; Ecology; Skull","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004099165,0.00028939,0.0001593466,0.002960643,0.0005184176,0.0007546059,0.0003772721,0.0002681237,0.002468097],"category_scores_gemma":[0.001411648,0.0002272972,0.0004592901,0.00167374,0.000970699,0.0003849629,0.0008095865,0.0003205515,0.0005467148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009051597,"about_ca_system_score_gemma":0.0002753303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01829404,"about_ca_topic_score_gemma":0.03386866,"domain_scores_codex":[0.9997737,0.00004815047,0.00002505636,0.00006574306,0.00004911659,0.00003833121],"domain_scores_gemma":[0.9995889,0.00006453042,0.0001647537,0.00004561635,0.00007607059,0.00006015527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002958381,0.00005454599,0.9078441,0.000185989,0.0001217412,0.0005228543,0.004353368,0.001632324,0.01559778,0.001584922,0.00022974,0.06757674],"study_design_scores_gemma":[0.000002859784,0.00003702973,0.9969591,0.000009612237,0.00001879862,0.0001498955,0.001040858,0.0008350102,0.000123015,0.0001451534,0.0006740379,0.000004775191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971018,0.0002255968,0.0002527292,0.00003442167,0.000003252332,0.000007678168,0.0001124341,0.000007866714,0.00225421],"genre_scores_gemma":[0.9988913,0.0001396657,0.0004736511,0.000007609225,0.000003216343,0.000004518742,0.0002157771,0.000005352318,0.0002588926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829404,"threshold_uncertainty_score":0.03637511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550662633208015,"score_gpt":0.2956269944272242,"score_spread":0.2701203680951441,"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."}}