{"id":"W4414996247","doi":"10.1093/molbev/msaf219","title":"Temperature and Pressure Shaped the Evolution of Antifreeze Proteins in Polar and Deep Sea Zoarcoid Fishes","year":2025,"lang":"en","type":"article","venue":"Molecular Biology and Evolution","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Antifreeze protein; Phylogenetic tree; Genome; Convergent evolution; myr; Phylogenetics; Fish <Actinopterygii>; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002905509,0.0003056676,0.0002858156,0.0008681171,0.0004166029,0.0004472519,0.0002747403,0.0003625947,0.0008906675],"category_scores_gemma":[0.0007796673,0.000317645,0.00048824,0.0008078496,0.0004607341,0.0005670716,0.0006810455,0.0004504081,0.0002729079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004695755,"about_ca_system_score_gemma":0.0003684821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005872288,"about_ca_topic_score_gemma":0.01067477,"domain_scores_codex":[0.9998395,0.00001220611,0.00001133629,0.00008457718,0.00002715569,0.00002512636],"domain_scores_gemma":[0.9997016,0.00008243892,0.00008446386,0.00002193028,0.00006865561,0.00004090908],"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":[0.0006054139,0.00002672345,0.3309416,0.0002687152,0.0001782096,0.0003097065,0.001918239,0.003311994,0.6464872,0.0005688346,0.0003455881,0.01503773],"study_design_scores_gemma":[0.00001461836,0.00009083231,0.980232,0.00002901805,0.0001351862,0.0002243897,0.0007750667,0.005016303,0.0103772,0.0003489194,0.002711925,0.00004449244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980255,0.0002313149,0.0007876925,0.000022935,0.000003800088,0.000003692879,0.0005339496,0.00003123267,0.0003597856],"genre_scores_gemma":[0.9948395,0.0002142575,0.002684487,0.00005544703,0.000004180376,0.00001913751,0.0015475,0.00005339749,0.0005820132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005872288,"threshold_uncertainty_score":0.01167619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003342989835912519,"score_gpt":0.2057618576294003,"score_spread":0.2024188677934878,"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."}}