{"id":"W4210745606","doi":"10.1139/cjes-2021-0092","title":"New Mesozoic research inspired by the life and work of Dale A. Russell","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian Museum of Nature","funders":"","keywords":"Mesozoic; Geology; Work (physics); Paleontology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00362367,0.0004224497,0.0006667532,0.001199936,0.002562245,0.003326789,0.0005692361,0.001518768,0.00362372],"category_scores_gemma":[0.004171031,0.0002716157,0.0002787604,0.001163389,0.007027081,0.006089839,0.002884243,0.005336524,0.0006938993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237183,"about_ca_system_score_gemma":0.004127522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00868154,"about_ca_topic_score_gemma":0.02345141,"domain_scores_codex":[0.9989563,0.0004269957,0.00003581644,0.0002560292,0.0002230692,0.000101702],"domain_scores_gemma":[0.9967034,0.001377783,0.000167372,0.0002620719,0.0007436196,0.0007456357],"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":[0.0002430033,0.00006979423,0.003952926,0.0005617462,0.00004686751,0.0005218562,0.01022578,0.0004992354,0.002628371,0.4082806,0.4337386,0.1392313],"study_design_scores_gemma":[0.00001393128,0.00002951324,0.001284307,0.0002910955,0.000006958838,0.0002248116,0.002152655,0.0001321389,0.0005841807,0.09075963,0.9044902,0.00003048867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01619764,0.2574683,0.01189574,0.5904495,0.0291128,0.00003128788,0.0003495674,0.0001520832,0.09434316],"genre_scores_gemma":[0.4044468,0.2456125,0.0291327,0.1434042,0.02329175,0.00009364459,0.0002974419,0.0005649749,0.153156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00868154,"threshold_uncertainty_score":0.01916403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0569876597037647,"score_gpt":0.2464947241385786,"score_spread":0.1895070644348139,"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."}}