{"id":"W2509541152","doi":"10.18435/b57p40","title":"CSVP 2016 Abstracts","year":2016,"lang":"en","type":"article","venue":"Vertebrate Anatomy Morphology Palaeontology","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009311147,0.00132692,0.0009615184,0.004145704,0.002881319,0.004162359,0.001419928,0.001278867,0.7587747],"category_scores_gemma":[0.002448671,0.000498953,0.0009129198,0.003550213,0.0006449638,0.001682442,0.002586247,0.001864779,0.4938995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004200044,"about_ca_system_score_gemma":0.009137705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0919366,"about_ca_topic_score_gemma":0.167958,"domain_scores_codex":[0.9991707,0.0000385649,0.00004579992,0.00009897115,0.0005198814,0.0001260653],"domain_scores_gemma":[0.9953053,0.0001150988,0.000106593,0.000266738,0.003082047,0.001124298],"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":[0.00003054838,0.00001714596,0.0001807297,0.0001059995,0.000003667416,0.00003130886,0.00001622025,0.00005495233,0.0003546954,0.0005282285,0.9665485,0.03212791],"study_design_scores_gemma":[0.000005871761,0.000007550889,0.001046734,0.00007160546,0.000002875521,0.00003261765,0.00004630688,0.0000525304,0.0001377446,0.0003250724,0.9982648,0.000006257716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001976923,0.005167169,0.001617581,0.01205103,0.05047345,0.0004980524,0.02082247,0.001441738,0.9059517],"genre_scores_gemma":[0.002998492,0.001565567,0.0003502964,0.0004026924,0.002523911,0.00006363967,0.003887154,0.0003110384,0.9878973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2412253,"threshold_uncertainty_score":0.3440786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353340201944905,"score_gpt":0.2312241670035284,"score_spread":0.2176907649840794,"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."}}