{"id":"W2995702961","doi":"10.11575/prism/37360","title":"Osteology and Histology of Plesiosaurs (Reptilia: Sauropterygia) from Non-marine (Fluvial to Estuarine) and Marine Depositional Environments","year":2019,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluvial; Osteology; Sedimentary depositional environment; Estuary; Geology; Paleontology; Biology; Oceanography; Zoology","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":[0.00009698334,0.0001890779,0.00009264826,0.001647836,0.0003608715,0.0002281233,0.0001427825,0.0001506839,0.001767603],"category_scores_gemma":[0.0002219334,0.0001897588,0.0001293906,0.0006685293,0.0004752084,0.0001564665,0.0004012507,0.0001451825,0.0003312556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016872,"about_ca_system_score_gemma":0.0001588177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007193036,"about_ca_topic_score_gemma":0.02931212,"domain_scores_codex":[0.999925,0.000004967946,0.00001063282,0.00002593097,0.00001925292,0.0000141279],"domain_scores_gemma":[0.9998393,0.00001716515,0.00005540081,0.00001259104,0.00003276569,0.00004272209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001878252,0.00003561735,0.7442172,0.0001035462,0.00007068894,0.001852247,0.002080529,0.0001352096,0.2249905,0.00009421648,0.0001953198,0.0260371],"study_design_scores_gemma":[0.000001074833,0.00004931724,0.9976393,0.000002702204,0.000005379403,0.0009416424,0.0002345829,0.00002135446,0.0008253581,0.000005132857,0.0002728472,0.000001382051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984387,0.0001584476,0.0001080663,0.000005356744,0.000001325738,0.000009378257,0.0002141504,0.000005339617,0.001059314],"genre_scores_gemma":[0.9963058,0.0003120124,0.0007472213,0.0000246794,0.000004122992,0.00002059148,0.0007093687,0.000007896047,0.001868286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007193036,"threshold_uncertainty_score":0.01430231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004517424387336272,"score_gpt":0.1650916205227515,"score_spread":0.1605741961354152,"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."}}