{"id":"W1571201972","doi":"10.1002/cphy.c130007","title":"Molecular Biology of Freezing Tolerance","year":2013,"lang":"en","type":"review","venue":"Comprehensive physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cryoprotectant; Biology; Antifreeze protein; Cell biology; Proteome; Torpor; Cryopreservation; Biochemistry; Ecology","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":[0.00024166,0.0003863034,0.0003350612,0.0004153592,0.0006058866,0.0009726519,0.0005616018,0.0007923975,0.003607846],"category_scores_gemma":[0.0002235602,0.000132143,0.0003639554,0.0001944959,0.0007815444,0.0008615186,0.0006961348,0.001504267,0.001539381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009442861,"about_ca_system_score_gemma":0.0004326259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005448672,"about_ca_topic_score_gemma":0.0003482706,"domain_scores_codex":[0.9998419,0.00001965173,0.000006569537,0.00005220141,0.00004021858,0.00003943745],"domain_scores_gemma":[0.9998354,0.0000185333,0.00003491484,0.00001693451,0.00004650038,0.00004775516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002108298,0.00006533533,0.001660622,0.0008264144,0.00006885576,0.0008158413,0.0003240288,0.0010693,0.7964847,0.0794384,0.01066807,0.1083676],"study_design_scores_gemma":[0.00008122932,0.0007565008,0.02642555,0.0005096106,0.000115603,0.00379171,0.0005924154,0.003333833,0.2813249,0.05981559,0.6231397,0.0001133768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2970837,0.4256245,0.06751171,0.04021544,0.0086931,0.0003693575,0.002167517,0.001696539,0.156638],"genre_scores_gemma":[0.8218416,0.1053414,0.008423296,0.006307359,0.002186995,0.000279934,0.00196787,0.00009044887,0.05356107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003607846,"threshold_uncertainty_score":0.0120694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0586213144288479,"score_gpt":0.3154844039770843,"score_spread":0.2568630895482364,"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."}}