{"id":"W7161939512","doi":"10.82308/1551","title":"The Biodiversity of the Dinosaur Provincial Park Ecosystem and its Vicinity in the Late Cretaceous (Campanian) of Western Canada Through Space, Time, and Energy Flow","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phanerozoic; Biodiversity; Biodiversity conservation; Cretaceous","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":[0.0001845989,0.0001321565,0.0001410565,0.001791172,0.00197733,0.001678545,0.0005980374,0.0002070313,0.001489711],"category_scores_gemma":[0.0007432615,0.0001391449,0.0001775359,0.003339599,0.001309344,0.0004458788,0.0007962883,0.0002304228,0.0001065921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01620939,"about_ca_system_score_gemma":0.01993087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865766,"about_ca_topic_score_gemma":0.9976472,"domain_scores_codex":[0.9998261,0.00001039304,0.00000511748,0.0000329095,0.00004509427,0.00008037598],"domain_scores_gemma":[0.9996359,0.00002704808,0.00006787252,0.00002038221,0.0001690571,0.00007964503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004616764,0.000009025339,0.9685534,0.0000678271,0.00006311837,0.0002092568,0.003851611,0.0005985581,0.001570754,0.001429689,0.0007934463,0.02280714],"study_design_scores_gemma":[0.000001034821,0.000003855602,0.9929963,0.00002296162,0.00001062301,0.00005562962,0.003856266,0.000175661,0.0001033751,0.0001338124,0.002634677,0.000005836089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931595,0.000781041,0.0001727984,0.00030186,0.000005008697,0.000009047792,0.001055497,0.000007237984,0.004507963],"genre_scores_gemma":[0.9971651,0.0004772435,0.0003015494,0.00003986897,0.000001480754,0.000003535745,0.0003808326,0.000003234921,0.001627164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01620939,"threshold_uncertainty_score":0.1176079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006320249002171542,"score_gpt":0.177670451768515,"score_spread":0.1713502027663434,"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."}}