{"id":"W4245891996","doi":"10.1007/s10009-011-0194-x","title":"Preface","year":2011,"lang":"en","type":"article","venue":"International Journal on Software Tools for Technology Transfer","topic":"Ubiquitin and proteasome pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Theory of computation; Programming language","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":[0.001150441,0.0008160119,0.0005282628,0.002865839,0.001996456,0.002487943,0.0009499554,0.0006931273,0.4767325],"category_scores_gemma":[0.01117576,0.0002130002,0.0004728893,0.001873587,0.0004419439,0.001846121,0.001847921,0.001902156,0.3009987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501169,"about_ca_system_score_gemma":0.001951977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315643,"about_ca_topic_score_gemma":0.004906704,"domain_scores_codex":[0.9993494,0.00008801447,0.00004043871,0.0001011857,0.0003714899,0.00004953633],"domain_scores_gemma":[0.9946543,0.0007939711,0.0001466269,0.0004506622,0.003271527,0.0006829088],"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":[0.00002333808,0.00001793849,0.00008316123,0.00006320819,0.0000015807,0.00003295462,0.00003881275,0.00005844464,0.0001179416,0.003394412,0.9489779,0.04719029],"study_design_scores_gemma":[0.000004069061,0.00001106706,0.0002366445,0.00006915013,0.00000164008,0.00003769468,0.00004449082,0.00003681776,0.0001145507,0.002806697,0.9966332,0.00000400804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002078354,0.007672427,0.015215,0.02748541,0.2541254,0.0006992662,0.0177599,0.00278612,0.6721781],"genre_scores_gemma":[0.006488405,0.003001945,0.00406912,0.004310646,0.0205323,0.000321663,0.01019914,0.00116172,0.9499151],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4767325,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773029742407626,"score_gpt":0.2723309694881597,"score_spread":0.2346006720640835,"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."}}