{"id":"W3082950935","doi":"10.1016/j.pep.2020.105732","title":"Expression, purification, and refolding of diverse class IB hydrophobins","year":2020,"lang":"en","type":"article","venue":"Protein Expression and Purification","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University; Nova Scotia Health Research Foundation; Beatrice Hunter Cancer Research Institute","keywords":"Hydrophobin; Schizophyllum commune; Biochemistry; Chemistry; Biology; Microbiology; Gene","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":[0.0001494865,0.0001179816,0.000115605,0.00003861526,0.0001242348,0.00002682381,0.000142502,0.0001305632,0.00002842512],"category_scores_gemma":[0.0001346479,0.0001004123,0.00002874393,0.00009542464,0.0001034791,0.0000104109,0.0001582862,0.00009531674,0.000005167318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004006058,"about_ca_system_score_gemma":0.00003022406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005569374,"about_ca_topic_score_gemma":4.935852e-7,"domain_scores_codex":[0.9989662,0.00009674663,0.0002196827,0.0003922676,0.000184916,0.0001401985],"domain_scores_gemma":[0.9993359,0.000008607648,0.0001194897,0.0002487634,0.0001161622,0.000171072],"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":[0.0001351721,0.00003343618,0.0007003096,0.00009038147,0.000005147654,3.571396e-7,0.0002387514,0.000007912802,0.9943352,0.0001121668,0.0006350377,0.003706094],"study_design_scores_gemma":[0.0003811026,0.000142733,0.001321153,0.00005297092,0.000004621687,0.000001612685,0.0001821731,0.0003213225,0.9782809,0.00008731282,0.01910594,0.0001181662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944217,0.002020091,0.001617587,0.0009711213,0.0000224106,0.0004422761,0.00002153034,0.00001421517,0.0004690435],"genre_scores_gemma":[0.9962577,0.0007632576,0.002376212,0.00007828219,0.0001021887,0.00006845888,0.00006439796,0.00001471907,0.0002747891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0184709,"threshold_uncertainty_score":0.4094693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372210830975953,"score_gpt":0.2632661287833978,"score_spread":0.2395440204736383,"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."}}