{"id":"W2094525518","doi":"10.1007/s10126-014-9567-y","title":"Isolation and Characterization of Antifreeze Proteins from the Antarctic Marine Microalga Pyramimonas gelidicola","year":2014,"lang":"en","type":"article","venue":"Marine Biotechnology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Antifreeze protein; Psychrophile; Biology; Ice crystals; Recombinant DNA; Escherichia coli; Biochemistry; Gene isoform; Molecular biology; Gene; Enzyme","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":[0.00007107569,0.00009385424,0.000124602,0.00001609159,0.00007219594,0.000008206103,0.0001816974,0.0001513361,0.0003264494],"category_scores_gemma":[0.00007632551,0.00005812791,0.00002327298,0.0001732739,0.0004118092,0.00004914033,0.0006596692,0.0001270992,0.00002798327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001662483,"about_ca_system_score_gemma":0.000002158056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530366,"about_ca_topic_score_gemma":0.0001363822,"domain_scores_codex":[0.9993795,0.00003304,0.0001614363,0.0002269704,0.00007442803,0.0001246955],"domain_scores_gemma":[0.9996153,0.0000529309,0.00009433156,0.0002064209,0.00000691658,0.00002412531],"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":[0.00001443568,0.00004642559,0.06235628,0.000002628753,0.000004722436,1.682435e-7,0.000009160885,8.052607e-7,0.8978758,0.0003745815,0.00001806713,0.03929691],"study_design_scores_gemma":[0.0001279936,0.00009738563,0.7161955,0.000003050375,0.000008203663,0.00000152319,0.000005244121,0.001464176,0.2726239,0.006704896,0.002699781,0.00006836797],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927644,0.000003109124,0.001633638,0.005049899,0.0000255727,0.0001951943,0.0000120895,0.00005002474,0.0002660447],"genre_scores_gemma":[0.9974523,0.00004241171,0.002021476,0.0002471847,0.00003676117,0.00001327082,0.0001177383,0.000004925529,0.00006391532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6538392,"threshold_uncertainty_score":0.3574392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006385269979028167,"score_gpt":0.1791934404730553,"score_spread":0.1728081704940271,"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."}}