{"id":"W2090407041","doi":"10.1038/429153a","title":"Hyperactive antifreeze protein in a fish","year":2004,"lang":"en","type":"article","venue":"Nature","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":150,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Queen's University","funders":"","keywords":"Winter flounder; Antifreeze protein; Antifreeze; Flounder; Fish <Actinopterygii>; Polar; Pleuronectes; Chemistry; Biology; Fishery; Biochemistry; Physics","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":[0.00002115276,0.00004587058,0.00004643761,0.000006075733,0.00002298131,0.000004541655,0.00009047805,0.0002634799,0.0003555696],"category_scores_gemma":[0.00004989736,0.00003135287,0.00001942134,0.0001705489,0.00004681,0.00006850317,0.00004937566,0.0006579027,0.0001517769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005720929,"about_ca_system_score_gemma":0.000003485219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007377217,"about_ca_topic_score_gemma":0.0001585154,"domain_scores_codex":[0.9996173,0.000007116993,0.00004637324,0.0001362941,0.00009245006,0.000100461],"domain_scores_gemma":[0.9998904,0.000008530761,0.00001225698,0.00005716861,0.000002225914,0.00002936866],"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":[0.00000942504,0.0001125512,0.0008690856,8.814337e-7,8.100127e-7,0.000006482138,0.00002895531,0.0001084426,0.9971668,0.0002555147,0.0004474261,0.0009936981],"study_design_scores_gemma":[0.000452052,0.00005775617,0.6439278,0.00002051602,0.000001569308,0.000002456472,0.0000283371,0.00002605154,0.3040057,0.04401891,0.007300322,0.0001585987],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911399,0.00000898605,0.000003945776,0.002346907,0.00001454645,0.0001034163,0.000005733843,0.00001506553,0.006361444],"genre_scores_gemma":[0.9974905,0.00000148695,0.0008874583,0.001395518,0.00001708862,0.0000118209,0.000005946185,0.000001767063,0.0001884465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6931611,"threshold_uncertainty_score":0.3893238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00713339903818742,"score_gpt":0.2230239282048387,"score_spread":0.2158905291666512,"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."}}