{"id":"W1903082367","doi":"10.1007/0-306-46862-x_326","title":"A new paradigm for fish antifreeze protein binding to ice","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Antifreeze protein; Antifreeze; Fish <Actinopterygii>; Fishery; 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":[0.0002694804,0.0004143057,0.000492911,0.0002786275,0.000867094,0.001070132,0.001016006,0.0009239677,0.005625491],"category_scores_gemma":[0.000181097,0.0002472232,0.0004065725,0.0002052931,0.001921293,0.002458664,0.0008613958,0.002953608,0.001717807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000964964,"about_ca_system_score_gemma":0.0005233405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006500162,"about_ca_topic_score_gemma":0.001222902,"domain_scores_codex":[0.9999105,0.00001096735,0.000003655556,0.00003004351,0.00003086414,0.00001390145],"domain_scores_gemma":[0.9999466,0.00001935623,0.000003646249,0.000009305422,0.00001127233,0.000009715757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005803654,0.00004048629,0.00008712833,0.0003600974,0.00001649572,0.0002882872,0.0007431824,0.000918075,0.2275851,0.6876675,0.02580417,0.05643145],"study_design_scores_gemma":[0.00001169799,0.00009793807,0.0002330998,0.00006701025,0.00001413655,0.0005565794,0.0002913786,0.001849151,0.05496565,0.1891069,0.752786,0.00002046336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05178048,0.09402908,0.2989383,0.02807571,0.0106223,0.0001431024,0.0002504041,0.001514893,0.5146458],"genre_scores_gemma":[0.3117185,0.07052261,0.1176916,0.01517408,0.002753623,0.0005535121,0.0003526258,0.0007790147,0.4804544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005625491,"threshold_uncertainty_score":0.01881915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969125416785966,"score_gpt":0.224997881988881,"score_spread":0.1853066278210214,"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."}}