{"id":"W3182459378","doi":"10.1101/2021.07.10.451900","title":"Independent adoptions of a set of proteins found in the matrix of the mineralized shell-like eggcase of Argonaut octopuses","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tokyo; Japan Society for the Promotion of Science; Asahi Glass Foundation; Nakatsuji Foresight Foundation; Institute of Genetics; Shimane University","keywords":"Shell (structure); octopus (software); Biology; Evolutionary biology; Mantle (geology); Matrix (chemical analysis); Chemistry; Paleontology; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0000697524,0.0001969139,0.0001767756,0.0004463615,0.0002381236,0.0003426139,0.0001206939,0.0002282308,0.0006073603],"category_scores_gemma":[0.0001930646,0.0001263476,0.0002465041,0.0002143635,0.0002628586,0.0002596247,0.0004795831,0.0003260619,0.0001847691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312562,"about_ca_system_score_gemma":0.00008959779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000583132,"about_ca_topic_score_gemma":0.0009107579,"domain_scores_codex":[0.9998925,0.000007096869,0.000007174515,0.00004645866,0.00002219324,0.00002466265],"domain_scores_gemma":[0.999754,0.00003810561,0.00008485278,0.00002850228,0.00003620643,0.00005832302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000539547,0.000004876932,0.003135798,0.00001576342,0.000004861084,0.00003974111,0.00004140367,0.0000146099,0.9961062,0.00002954334,0.00001289032,0.0005403879],"study_design_scores_gemma":[0.00001339316,0.0002665277,0.7549488,0.00001796979,0.0000409196,0.001001164,0.0006647757,0.001030846,0.239133,0.0001566682,0.002700549,0.00002537332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99864,0.000157647,0.0003966833,0.00002158499,0.000004309944,0.000003776786,0.0004227716,0.00001240675,0.0003409483],"genre_scores_gemma":[0.9973097,0.00007921296,0.0005620855,0.00004020589,0.000004664287,0.0000126002,0.0009155484,0.00001050954,0.001065475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006073603,"threshold_uncertainty_score":0.002031863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090688636324029,"score_gpt":0.2327883499513464,"score_spread":0.2118814635881061,"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."}}