{"id":"W2944432907","doi":"10.3390/biom9050180","title":"Laboratory-Scale Isolation of Insect Antifreeze Protein for Cryobiology","year":2019,"lang":"en","type":"article","venue":"Biomolecules","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Antifreeze protein; Cryobiology; Chemistry; Cryopreservation; Biochemistry; Chromatography; Biology; Cell biology; Embryo","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004506114,0.00005543745,0.00008367617,0.000009309167,0.00002142582,0.000002962267,0.00009406007,0.00005579605,0.0003037812],"category_scores_gemma":[0.00002373373,0.00003985921,0.00003820761,0.0001190745,0.0001352379,0.00003615587,0.00004723905,0.00002203503,0.0001341469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000117045,"about_ca_system_score_gemma":0.000004525938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004147639,"about_ca_topic_score_gemma":0.00001193444,"domain_scores_codex":[0.9995679,0.0000193368,0.000104948,0.0001540997,0.0000516898,0.0001020386],"domain_scores_gemma":[0.9997964,0.00002389149,0.00005012739,0.0000933249,0.00001134173,0.00002495008],"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":[0.00002246553,0.00005344913,0.003082917,0.000008094097,0.000002444337,5.725849e-8,0.0000111501,0.000007055194,0.9959484,0.0003092742,0.0002010806,0.0003536169],"study_design_scores_gemma":[0.000174201,0.0002118638,0.03401961,0.000006012693,0.000002784218,1.595838e-7,0.00001133343,0.0003188431,0.9611284,0.002039887,0.002009708,0.00007721482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969406,0.00001702844,0.001768109,0.0001341283,0.00002455469,0.0002958947,0.00005438965,0.0000155158,0.0007498076],"genre_scores_gemma":[0.9947138,0.000001149541,0.004994583,0.00007514089,0.00001129837,0.00002344899,0.00002623264,0.000003260609,0.0001511012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03482002,"threshold_uncertainty_score":0.3326191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069372807854704,"score_gpt":0.2164399954038439,"score_spread":0.2057462673252969,"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."}}