{"id":"W288623634","doi":"10.1142/4917","title":"Fish Antifreeze Proteins","year":2002,"lang":"en","type":"book","venue":"Molecular aspects of fish and marine biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Marine Biosciences","funders":"","keywords":"Antifreeze protein; Fish <Actinopterygii>; Antifreeze; Fishery; Zoology; Biology; Chemistry; Biochemistry","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":[0.0001767002,0.0006534602,0.0002639055,0.001145275,0.0004021111,0.0007218523,0.0003768809,0.0005405008,0.01174334],"category_scores_gemma":[0.0001815813,0.0002286985,0.0003433455,0.0005446541,0.0004481327,0.0008421587,0.0004339741,0.0008949332,0.008554997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008197899,"about_ca_system_score_gemma":0.0003693123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770941,"about_ca_topic_score_gemma":0.00279676,"domain_scores_codex":[0.9998953,0.000005450962,0.000003695502,0.00002963415,0.00005292278,0.00001296907],"domain_scores_gemma":[0.9999317,0.000015122,0.000006966132,0.000004698481,0.000027132,0.00001437742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002052921,0.00007445767,0.0006981069,0.001587161,0.00003098691,0.0004822444,0.0003294054,0.0003995496,0.3659651,0.03009026,0.07518452,0.524953],"study_design_scores_gemma":[0.000005437771,0.00006918957,0.001359783,0.00007874322,0.00001152582,0.000760556,0.00003016152,0.0000981205,0.02358717,0.002527851,0.9714631,0.000008395496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04033416,0.5826106,0.01904754,0.004444843,0.006106553,0.0001481111,0.001653831,0.0008869709,0.3447673],"genre_scores_gemma":[0.06449302,0.1721785,0.01385878,0.002317128,0.0007415899,0.00008204348,0.002107871,0.000219668,0.7440014],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01174334,"threshold_uncertainty_score":0.03928536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008009828392069056,"score_gpt":0.1932223809406677,"score_spread":0.1852125525485987,"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."}}