{"id":"W7145095145","doi":"","title":"Characterizing protein evolution with systematic protein-protein interaction screenings (審査報告)","year":2023,"lang":"ja","type":"dissertation","venue":"Institutional Repositories DataBase (IRDB)","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Protein evolution; Protein–protein interaction; Mutation; Identification (biology); Human proteins","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":[0.001159224,0.0003247159,0.0004559331,0.001702654,0.0004874114,0.0006975816,0.0004198968,0.000224352,0.001194802],"category_scores_gemma":[0.00192741,0.0002309504,0.000645417,0.002755367,0.0001874037,0.0005141295,0.0003087782,0.0004289295,0.0005783232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005067221,"about_ca_system_score_gemma":0.000606767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178919,"about_ca_topic_score_gemma":0.003952902,"domain_scores_codex":[0.9995135,0.00009094997,0.0000540943,0.0001329974,0.0001460633,0.00006238698],"domain_scores_gemma":[0.9992493,0.0002732263,0.0001079333,0.0001570478,0.0001598191,0.00005260217],"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":[0.001327215,0.0007299283,0.1843016,0.0005218941,0.0006132548,0.000273703,0.0003192315,0.008254895,0.6339058,0.003189564,0.007965128,0.1585978],"study_design_scores_gemma":[0.0001327087,0.001117874,0.3993114,0.00005188906,0.0008039306,0.001223179,0.0005049148,0.101672,0.4688985,0.004747533,0.02142312,0.000113004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661632,0.0009205175,0.02138619,0.000254845,0.00003068231,0.00008813457,0.00828978,0.0009135055,0.001953097],"genre_scores_gemma":[0.8413476,0.0009046993,0.115441,0.0001519603,0.00002487039,0.0001277805,0.04032333,0.0001673653,0.001511372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002178919,"threshold_uncertainty_score":0.006130636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084492209031249,"score_gpt":0.2409965964092806,"score_spread":0.2301516743189681,"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."}}