{"id":"W2343958889","doi":"10.1130/abs/2016nc-275485","title":"SPECIES RECOGNITION IN<b>CHASMOSAURUS</b>(CERATOPSIA:CHASMOSAURINAE) FROM THE DINOSAUR PARK FORMATION OF WESTERN CANADA","year":2016,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Computer science; Geology; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000170397,0.0001750973,0.0002100781,0.001589804,0.001790378,0.0005466664,0.0005564783,0.0002824609,0.002122549],"category_scores_gemma":[0.0004799833,0.0001534661,0.0001618171,0.00156751,0.0007455432,0.0002751073,0.0006904718,0.0002534549,0.0003159353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314841,"about_ca_system_score_gemma":0.002485355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8984731,"about_ca_topic_score_gemma":0.9830277,"domain_scores_codex":[0.9998168,0.00001441773,0.00001158679,0.00004756315,0.00003805408,0.00007164685],"domain_scores_gemma":[0.9994317,0.0000283904,0.0001102187,0.00001896668,0.000213571,0.0001970799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104371,0.00001522791,0.9822233,0.00003416029,0.00003498205,0.0001651558,0.004500701,0.00004757473,0.00550997,0.0000960946,0.0004963623,0.006766167],"study_design_scores_gemma":[9.933126e-7,0.000006681445,0.9971731,0.000004600588,0.00000467635,0.00005854333,0.002205122,0.00002286775,0.00009206312,0.000006133852,0.0004232158,0.00000208976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985936,0.00006198444,0.00002510773,0.00001152979,0.000001725793,0.000005443866,0.0003640448,0.000001694056,0.0009348699],"genre_scores_gemma":[0.9985673,0.00004681878,0.00008629722,0.00001981181,9.991043e-7,0.000003659416,0.0005934421,0.000001784757,0.0006799069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015269,"threshold_uncertainty_score":0.2042495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231837072223965,"score_gpt":0.2007734776475984,"score_spread":0.1784551069253588,"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."}}