{"id":"W4362515160","doi":"10.1093/database/baad016","title":"PurificationDB: database of purification conditions for proteins","year":2023,"lang":"en","type":"article","venue":"Database","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"UniProt; Computer science; Database; Function (biology); Column (typography); Information retrieval; Chemistry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002916072,0.005212747,0.00512249,0.009248908,0.0021331,0.005518036,0.007202054,0.003764875,0.04573078],"category_scores_gemma":[0.01056284,0.002223631,0.002131609,0.01331696,0.0007542346,0.005828745,0.003629866,0.003318151,0.09954935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630791,"about_ca_system_score_gemma":0.009163815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006682705,"about_ca_topic_score_gemma":0.005417175,"domain_scores_codex":[0.9973485,0.0003278276,0.0007329777,0.0005981794,0.0007802168,0.0002122306],"domain_scores_gemma":[0.9949211,0.001156284,0.0009079698,0.0008582028,0.001753454,0.0004030264],"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":[0.0006365538,0.0001829623,0.001399912,0.0129466,0.0002824593,0.0003310012,0.0001998224,0.001128282,0.00902203,0.005346449,0.9244883,0.04403571],"study_design_scores_gemma":[0.0001672236,0.00006107728,0.00167661,0.001015814,0.000174925,0.0004161081,0.0000703093,0.001238696,0.005495005,0.004174159,0.9853977,0.0001122641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001362103,0.007650311,0.02528965,0.0005016239,0.0002696123,0.0004922598,0.9181377,0.03724577,0.009050965],"genre_scores_gemma":[0.001116094,0.002543343,0.01815498,0.0002772424,0.00002587529,0.0003313947,0.974606,0.001764115,0.001180939],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04573078,"threshold_uncertainty_score":0.1529847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200547654024743,"score_gpt":0.2963510366646304,"score_spread":0.2762962712621561,"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."}}