{"id":"W2032306041","doi":"10.1016/j.str.2007.12.006","title":"A Nice Return on the “Stalk” Exchange","year":2008,"lang":"en","type":"letter","venue":"Structure","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Health Sciences Centre","funders":"","keywords":"Nice; Stalk; Chemistry; Biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00004019294,0.0003810784,0.0002356247,0.00004937259,0.0001380929,0.00003291032,0.0006425344,0.002623143,0.0002396544],"category_scores_gemma":[0.00004591297,0.0002400031,0.0001570667,0.00008853169,0.0002146433,6.053362e-7,0.0002252795,0.001398014,0.00001538778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001609389,"about_ca_system_score_gemma":0.00006863006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001095109,"about_ca_topic_score_gemma":0.0000291325,"domain_scores_codex":[0.998585,0.00008455442,0.0001753872,0.000571036,0.0001880241,0.0003960094],"domain_scores_gemma":[0.9987351,0.00001355403,0.0001414497,0.001021143,0.00005861315,0.00003015942],"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":[0.00002024379,0.00000305774,0.000004399673,0.00002243212,0.00006175428,0.00004515957,0.00001538592,2.533944e-7,0.1401252,0.00001030808,0.8589435,0.0007482845],"study_design_scores_gemma":[0.0001274772,0.0002385073,0.00004798489,0.00001508898,0.00001954955,0.0001229739,0.000004324258,6.95443e-7,0.09471264,0.0002007124,0.9042282,0.0002818576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2152269,0.002250008,0.000008430066,0.7752276,0.002287076,0.0006574815,0.001119714,0.00005345736,0.003169333],"genre_scores_gemma":[0.0922034,0.001972106,0.0001410761,0.8776882,0.01655372,0.00003385036,0.002558945,0.0001359817,0.008712704],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1230235,"threshold_uncertainty_score":0.9986717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009062826520245683,"score_gpt":0.2046074149723257,"score_spread":0.1955445884520801,"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."}}