{"id":"W3216077520","doi":"10.1002/ece3.8345","title":"A new model of forelimb ecomorphology for predicting the ancient habitats of fossil turtles","year":2021,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature; Royal Ontario Museum; Carleton University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Manus; Ecomorphology; Habitat; Biology; Forelimb; Turtle (robot); Ecology; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000198522,0.00004121322,0.0000897347,0.00001008591,0.00009718774,9.980596e-7,0.00005108378,0.00009676177,0.00006158204],"category_scores_gemma":[0.0001185691,0.00003153424,0.00003466754,0.00005033561,0.0001899843,0.00004142233,0.00005441398,0.00004310356,0.000002341649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002559692,"about_ca_system_score_gemma":0.00004056895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004170477,"about_ca_topic_score_gemma":0.0006834794,"domain_scores_codex":[0.9995653,0.00004168103,0.0001411891,0.0001194452,0.00003001061,0.0001023815],"domain_scores_gemma":[0.9996598,0.0001347385,0.00009309827,0.00007854808,0.00001620836,0.00001756986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180923,0.00005705374,0.9202315,0.00002627352,0.00002053482,4.147857e-7,0.0005104134,0.009674656,0.05547607,0.006652907,0.005434644,0.001797441],"study_design_scores_gemma":[0.0002963143,0.000134215,0.9387518,0.000005851271,0.00002580829,0.00001033741,0.0001069802,0.04155071,0.001992513,0.01690114,0.0001899098,0.00003445983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723744,0.0004087404,0.0257287,0.0008647161,0.0001307432,0.00011521,0.00001063923,0.000005173529,0.0003616472],"genre_scores_gemma":[0.9958207,0.00001916014,0.003700356,0.0001205482,0.00001506063,0.00001380541,0.000006930127,0.000001817151,0.0003016098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05348356,"threshold_uncertainty_score":0.1285929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446243558320417,"score_gpt":0.2175080360745741,"score_spread":0.2030456004913699,"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."}}