{"id":"W4388730270","doi":"10.7554/elife.91976.2.sa4","title":"Author Response: Ice nucleation proteins self-assemble into large fibres to trigger freezing at near 0 °C","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Tardigrade Biology and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ice nucleus; Nucleation; Frost (temperature); Amorphous ice; Chemical physics; Antiparallel (mathematics); Chemistry; Ice crystals; Crystallography; Biophysics; Chemical engineering; Materials science; Amorphous solid; Biology; Physics; Meteorology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001697252,0.0004024174,0.0007304614,0.00004029533,0.0008434073,0.00007686482,0.00059934,0.0009486921,0.004785501],"category_scores_gemma":[0.0008141015,0.0001564473,0.0002955844,0.0006984228,0.00004192868,0.00009111114,0.0005747361,0.0003972356,0.005630116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221016,"about_ca_system_score_gemma":0.00006369484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057577,"about_ca_topic_score_gemma":0.01974446,"domain_scores_codex":[0.9969733,0.0006161521,0.0005198757,0.0008674489,0.0002926549,0.000730516],"domain_scores_gemma":[0.9984123,0.0007948809,0.000219957,0.0001869653,0.0001560413,0.0002298169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001976668,0.00006279939,0.0002275135,0.0002047182,0.00005528911,0.00001348923,0.00009802984,5.694949e-7,0.01070236,0.00004996097,0.984866,0.003521628],"study_design_scores_gemma":[0.0001067517,0.0006240197,0.02018591,0.0003213082,0.00006235098,0.000008290138,0.00004343886,0.00001068584,0.0003202303,0.00006945479,0.9778311,0.000416416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3237673,0.004078614,0.000004401936,0.6626861,0.002957243,0.003032344,0.0005904011,0.00126066,0.001622895],"genre_scores_gemma":[0.007673715,0.0005962339,0.0007703524,0.009390409,0.001262665,0.0006420237,0.001892154,0.00001181507,0.9777606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9761378,"threshold_uncertainty_score":0.9981427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937232112939502,"score_gpt":0.2999951102296626,"score_spread":0.2606227891002675,"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."}}