{"id":"W2402254184","doi":"10.1007/978-1-4939-0799-1_7","title":"Yeast Two-Hybrid Liquid Screening","year":2014,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Yeast; Chemistry; Food science; 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":[0.001110768,0.001984024,0.001767329,0.001848168,0.0009580312,0.001608524,0.002215111,0.001067876,0.009157781],"category_scores_gemma":[0.0006369508,0.0006455692,0.001158709,0.001688038,0.0004759267,0.0004979569,0.00160248,0.001334996,0.01119796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006849187,"about_ca_system_score_gemma":0.0007519851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460234,"about_ca_topic_score_gemma":0.002653207,"domain_scores_codex":[0.9977114,0.0003728013,0.0001582401,0.0003511444,0.001150458,0.0002559712],"domain_scores_gemma":[0.9995576,0.0001479606,0.00004053471,0.00008852396,0.000114852,0.00005054807],"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":[0.0003237051,0.0001470866,0.0003887956,0.0001575983,0.00004093142,0.000165818,0.00002290915,0.0002917537,0.9835706,0.0005903848,0.00137462,0.01292585],"study_design_scores_gemma":[0.00003680158,0.0001894445,0.0008542062,0.00001010289,0.00005303077,0.0002140743,0.00002519217,0.002240848,0.9845948,0.0001994425,0.01155245,0.0000295132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2788992,0.004842979,0.5970697,0.001713844,0.0005219082,0.004042064,0.03988138,0.03156757,0.04146129],"genre_scores_gemma":[0.5720021,0.005891511,0.2570267,0.001328337,0.0001034893,0.004454561,0.0708652,0.002940247,0.08538783],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009157781,"threshold_uncertainty_score":0.03063583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086474686519356,"score_gpt":0.3342081671534834,"score_spread":0.3233434202882899,"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."}}