{"id":"W2089507317","doi":"10.1016/j.bpj.2013.11.3635","title":"New Insights on the Mechanism of Action of Ice-Binding Proteins","year":2014,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Ice crystals; Chemistry; Antifreeze protein; Biophysics; Melting point; Chemical physics; Optics; Physics; Biology; 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":[0.0007412056,0.0005453788,0.0009984286,0.0002533993,0.0004927611,0.001140791,0.001049268,0.001189727,0.002204487],"category_scores_gemma":[0.0004623488,0.0003044449,0.0004922616,0.0001611169,0.001559407,0.003131442,0.0006195584,0.002024528,0.0006571233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684821,"about_ca_system_score_gemma":0.0004832542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004491504,"about_ca_topic_score_gemma":0.0004471517,"domain_scores_codex":[0.9998606,0.00001265961,0.00000844411,0.00003223883,0.0000414532,0.00004450016],"domain_scores_gemma":[0.9997907,0.00007820587,0.00002072194,0.00003523667,0.00003023666,0.00004481722],"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":[0.0002447537,0.00009595887,0.0008844392,0.0004883014,0.00003857325,0.000634999,0.0002943042,0.002774452,0.9153414,0.0596574,0.001532264,0.01801304],"study_design_scores_gemma":[0.0001740786,0.000459613,0.01042774,0.0001859964,0.0001165084,0.003549896,0.001100937,0.06032966,0.6682413,0.1610666,0.09418005,0.0001676079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6431026,0.08718432,0.214249,0.02256647,0.00207384,0.00009650364,0.0005178961,0.001075994,0.02913334],"genre_scores_gemma":[0.9291386,0.03586859,0.02555727,0.002140891,0.0005531373,0.00006190329,0.0004522655,0.0001052437,0.006121998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002204487,"threshold_uncertainty_score":0.007374704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976831827350039,"score_gpt":0.2317754271020551,"score_spread":0.2020071088285547,"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."}}