{"id":"W7077504710","doi":"10.5061/dryad.4xgxd25jv","title":"Data for: A new ‘acanthothoracid’ placoderm from the Arctic Canada (Early Devonian) and its bearing on the evolution of jaws and teeth","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Belgian Federal Science Policy Office; Natural Environment Research Council; Leverhulme Trust; John Templeton Foundation","keywords":"Devonian; Fossil Record; Arctic; Anterior teeth; Process (computing); Biological evolution; The arctic","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":[0.0005338051,0.0006328156,0.0007382544,0.004031704,0.003642,0.002250341,0.001255369,0.001561806,0.05660647],"category_scores_gemma":[0.001171535,0.0003149279,0.0003787338,0.005024131,0.001200648,0.0007931533,0.001459577,0.0009492587,0.01965392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002728695,"about_ca_system_score_gemma":0.005049445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3398679,"about_ca_topic_score_gemma":0.521969,"domain_scores_codex":[0.9989879,0.00002700838,0.00008010481,0.0002185132,0.0005787123,0.0001076834],"domain_scores_gemma":[0.9979372,0.0001128402,0.0003490678,0.0001871691,0.001140899,0.0002728818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001276141,0.0002766044,0.2366052,0.00458834,0.0004907943,0.006569335,0.006889235,0.000862975,0.2182693,0.004192379,0.1426379,0.3773417],"study_design_scores_gemma":[0.00004201324,0.00007179071,0.3050047,0.0003413664,0.0002138045,0.002580734,0.002482176,0.0004537893,0.007381911,0.0003919247,0.6809648,0.00007099941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.4394377,0.01434612,0.01759412,0.008776354,0.005461197,0.0005121745,0.2618654,0.004457567,0.2475494],"genre_scores_gemma":[0.6018436,0.006019778,0.0252032,0.001853283,0.000737915,0.0003347957,0.2197435,0.0006738936,0.1435901],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6601322,"threshold_uncertainty_score":0.6757792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0508474557372184,"score_gpt":0.2817834988957502,"score_spread":0.2309360431585318,"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."}}