{"id":"W653020542","doi":"10.1111/j.1742-4658.2005.4739_5.x","title":"Membrane Proteins and their Interactions","year":2005,"lang":"en","type":"article","venue":"FEBS Journal","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Szkola Glówna Gospodarstwa Wiejskiego w Warszawie; Uniwersytet Łódzki; Hungarian Scientific Research Fund; Russian Foundation for Basic Research; Akademie Věd České Republiky; Grantová Agentura České Republiky; Wellcome Trust","keywords":"Citation; Computer science; World Wide Web; Information retrieval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001287271,0.00006999158,0.00007368928,0.00000930347,0.000255823,0.0001099639,0.0001015341,0.0000281911,0.001061936],"category_scores_gemma":[0.00002639133,0.00002088535,0.00005352867,0.00008374668,0.00002342826,0.0002193843,0.00002822374,0.0001925403,0.00006108118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002157718,"about_ca_system_score_gemma":0.000004061131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001821448,"about_ca_topic_score_gemma":0.0001854207,"domain_scores_codex":[0.9995404,0.00003785251,0.0001158093,0.00008736934,0.00007269839,0.0001458747],"domain_scores_gemma":[0.9997387,0.00005060995,0.00005732568,0.00001975074,0.00003705696,0.00009656099],"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":[0.000008613313,0.00004093024,0.001302044,7.781355e-7,0.00001508078,0.000002080218,0.000152077,2.269973e-7,0.8860574,0.00003706504,0.001111332,0.1112724],"study_design_scores_gemma":[0.000435637,0.0003649078,0.09904893,0.00007747911,0.00002444732,0.002816849,0.000854332,0.0001135651,0.5374395,0.001010448,0.3573964,0.0004175465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899024,0.0001436427,0.000003268249,0.008388644,0.00008957473,0.0000565582,0.000006453336,0.00002637866,0.001383109],"genre_scores_gemma":[0.99783,0.00002114712,0.0003580783,0.0003132042,0.0009118587,0.000003090159,0.000001927707,5.213054e-7,0.0005601427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3562851,"threshold_uncertainty_score":0.9998512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629134702583325,"score_gpt":0.2192033679402818,"score_spread":0.2029120209144486,"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."}}