{"id":"W2076701395","doi":"10.1016/j.bbapap.2004.05.006","title":"Isolation and purification of antifreeze proteins from skin tissues of snailfish, cunner and sea raven","year":2004,"lang":"en","type":"article","venue":"Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Antifreeze protein; Biology; Fish <Actinopterygii>; Marine fish; Antifreeze; Biochemistry; Chemistry; Fishery","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":[0.000121589,0.0002206512,0.0003050358,0.00003533651,0.0001097733,0.00003682132,0.0001560655,0.0001579071,0.00002782972],"category_scores_gemma":[0.0000449571,0.0001719163,0.00005313001,0.0001940572,0.000599161,0.000234265,0.0002201259,0.00014842,0.000003964597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002370089,"about_ca_system_score_gemma":0.00001993797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110521,"about_ca_topic_score_gemma":0.00003968402,"domain_scores_codex":[0.9987146,0.0000591243,0.0003590717,0.0004741023,0.0002040215,0.0001890599],"domain_scores_gemma":[0.9992867,0.00003675367,0.0002953138,0.0002427205,0.00002764206,0.0001109402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000989753,0.0002107388,0.0001559909,0.00005382987,0.00002098348,2.625304e-7,0.0004417214,0.000009988562,0.9972618,0.0003290024,0.000009773662,0.001406974],"study_design_scores_gemma":[0.0004975779,0.0003290804,0.07357773,0.00007632201,0.00002766783,0.000001289168,0.00004292106,0.0003452164,0.9114424,0.01340831,0.0000396568,0.0002118255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959498,0.00008058812,0.001020912,0.001312266,0.00001285567,0.001286283,0.0001960685,0.00002391983,0.0001173018],"genre_scores_gemma":[0.9607252,0.0002893358,0.0386772,0.00005540038,0.00004294235,0.00008874922,0.00008490362,0.00001406784,0.00002224051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08581936,"threshold_uncertainty_score":0.7010543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259209304414545,"score_gpt":0.2192222121793815,"score_spread":0.2066301191352361,"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."}}