{"id":"W2319214401","doi":"10.3136/nskkk.60.257","title":"Culture Collections in Japan and their Services","year":2013,"lang":"en","type":"article","venue":"Nippon Shokuhin Kagaku Kogaku Kaishi","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microorganism; Isolation (microbiology); The Internet; World Wide Web; Biology; Business; Bacteria; Computer science; Microbiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002079722,0.0002929964,0.0003121208,0.00005007123,0.0003721105,0.0003785328,0.0003861143,0.0002602673,0.001499158],"category_scores_gemma":[0.00003837706,0.0001146937,0.0001008883,0.001036281,0.00008798139,0.0005149628,0.0001584191,0.0003062208,0.0002387034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005660915,"about_ca_system_score_gemma":0.00001043986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003591077,"about_ca_topic_score_gemma":0.006051555,"domain_scores_codex":[0.998359,0.0001182945,0.0003120666,0.0005198285,0.0002000264,0.0004907549],"domain_scores_gemma":[0.9993132,0.0001715967,0.00009529056,0.0001195084,0.0001058617,0.0001945472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002725339,0.0002791029,0.1849338,0.00004148307,0.00005514935,0.000005163211,0.004006578,9.202844e-7,0.7670668,0.0002964251,0.01897391,0.02431341],"study_design_scores_gemma":[0.0008212824,0.0004789268,0.8984872,0.0001476613,0.00003054524,0.00007855228,0.01223125,0.0003011899,0.03119604,0.005535446,0.04959028,0.001101679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890071,0.0004207563,2.227676e-7,0.001910607,0.0001476152,0.0004528494,0.00004879044,0.0001761174,0.00783601],"genre_scores_gemma":[0.9954652,0.0000466978,0.000138784,0.0009485922,0.000205593,0.0001100228,0.00005954239,0.000003524058,0.003022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7358708,"threshold_uncertainty_score":0.9994136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00795759959956091,"score_gpt":0.1871473050964376,"score_spread":0.1791897054968767,"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."}}