{"id":"W2597994530","doi":"10.1186/s12983-017-0191-3","title":"An integrative systematic framework helps to reconstruct skeletal evolution of glass sponges (Porifera, Hexactinellida)","year":2017,"lang":"en","type":"article","venue":"Frontiers in Zoology","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"Deutsche Forschungsgemeinschaft; Alfred P. Sloan Foundation; Commonwealth Scientific and Industrial Research Organisation; Willi Hennig Society; National Oceanic and Atmospheric Administration; Smithsonian Institution; National Science Foundation","keywords":"Systematics; Biology; Taxon; Paraphyly; Molecular phylogenetics; Evolutionary biology; Body plan; Phylogenetics; Zoology; Phylum; Ecology; Taxonomy (biology); Paleontology; Clade","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003944813,0.0001950481,0.0004814602,0.0001392879,0.000100113,0.00002304099,0.0005353916,0.0003254228,0.00001411581],"category_scores_gemma":[0.001131956,0.0001654758,0.00008000956,0.00008114867,0.0001984999,0.00001506254,0.0001398293,0.0002350114,0.000003911596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005068623,"about_ca_system_score_gemma":0.00006687738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000108845,"about_ca_topic_score_gemma":0.0002100533,"domain_scores_codex":[0.9986136,0.0001957827,0.0003471617,0.0004664954,0.0001006697,0.0002762913],"domain_scores_gemma":[0.9985757,0.00002020649,0.0002946534,0.0009035384,0.0001195153,0.00008642389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001875926,0.0004025365,0.8128064,0.003666479,0.0005850426,0.00005207036,0.000775328,0.0001942247,0.1399666,0.007744719,0.005128839,0.02680177],"study_design_scores_gemma":[0.003927936,0.008939527,0.6702252,0.004562545,0.000383501,0.0003972144,0.007996921,0.002532223,0.2606105,0.03274709,0.004695855,0.002981452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814422,0.001433655,0.01350319,0.0003011317,0.002219351,0.0004679,0.00001432907,0.000008989061,0.0006092273],"genre_scores_gemma":[0.9796861,0.0001085828,0.01929589,0.00004648717,0.0002702223,0.00002677074,0.00002501247,0.00001639166,0.0005245167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425812,"threshold_uncertainty_score":0.6747907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005621414580556752,"score_gpt":0.2622643069203966,"score_spread":0.2566428923398398,"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."}}