{"id":"W4307340219","doi":"10.1093/gbe/evac140","title":"Gene Recruitments and Dismissals in the Argonaut Genome Provide Insights into Pelagic Lifestyle Adaptation and Shell-like Eggcase Reacquisition","year":2022,"lang":"en","type":"article","venue":"Genome Biology and Evolution","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Institute of Genetics; University of Tokyo; Shimane University; Asahi Glass Foundation","keywords":"Biology; Evolutionary biology; Genome; Pelagic zone; Gene; Genetics; Ecology","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":[0.0001288177,0.000312954,0.0002552918,0.0005392303,0.0004277762,0.0003751493,0.0001927822,0.0003319324,0.001779226],"category_scores_gemma":[0.0002401579,0.0002305938,0.000530897,0.0004479773,0.0002137846,0.0003864598,0.0003580345,0.000387815,0.0005365763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290557,"about_ca_system_score_gemma":0.0002462493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052644,"about_ca_topic_score_gemma":0.002390682,"domain_scores_codex":[0.9998804,0.00000946752,0.000009727835,0.00005641791,0.00002143519,0.00002245408],"domain_scores_gemma":[0.9998282,0.00003661904,0.00005630961,0.0000173458,0.00001797602,0.00004356256],"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":[0.0003085046,0.00001984753,0.01158828,0.0002359842,0.00003119196,0.0004085816,0.0002592157,0.0002444428,0.9783882,0.0003010889,0.0002294046,0.007985241],"study_design_scores_gemma":[0.00007197573,0.0005612762,0.6004841,0.0001704107,0.000295999,0.002558537,0.001534732,0.01115751,0.335112,0.001647414,0.0462916,0.0001143249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890829,0.001423585,0.005448803,0.0001194006,0.00003385738,0.00001647332,0.002350485,0.0003229236,0.001201604],"genre_scores_gemma":[0.9782,0.0007200089,0.01057595,0.0001061113,0.00001764295,0.00003880982,0.007123947,0.0001435804,0.003073947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001779226,"threshold_uncertainty_score":0.00595212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021881366537079,"score_gpt":0.2287697259083827,"score_spread":0.2085509122430119,"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."}}