{"id":"W6931473457","doi":"10.5281/zenodo.7442604","title":"globalbioticinteractions/globalbioticinteractions: v0.25.1","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Index (typography); Term (time); Context (archaeology); Work (physics)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002783427,0.0003150821,0.0002762037,0.000139767,0.00229987,0.0007947608,0.001499248,0.0001661575,0.4670188],"category_scores_gemma":[0.0003736329,0.0001833889,0.0001596619,0.0008651893,0.0001700393,0.0001528683,0.001625031,0.0005792778,0.01532244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005882827,"about_ca_system_score_gemma":0.000003242554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005080049,"about_ca_topic_score_gemma":0.00002984332,"domain_scores_codex":[0.9974908,0.0004833583,0.0002834541,0.0007459591,0.0005200899,0.0004763683],"domain_scores_gemma":[0.9988916,0.00006888085,0.0002809569,0.0002849104,0.0002659922,0.0002076929],"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":[0.00003361202,0.0002088096,0.000006638973,0.0000168652,0.00009845928,0.00001372762,0.00004188806,0.000001799203,0.006203238,0.0005814569,0.9231079,0.06968568],"study_design_scores_gemma":[0.0001728972,0.0003281148,0.001035354,0.00004438173,0.00003591714,0.000175747,0.0007107731,0.00001821023,0.00005897994,0.00005026576,0.9970306,0.0003387592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009343686,0.0002881023,0.00003550661,0.001577839,0.0006142664,0.0006202538,0.001697675,0.001926417,0.9923056],"genre_scores_gemma":[0.1103041,0.0008566905,0.0003909909,0.00166849,0.003552817,5.513944e-7,0.03518806,0.002978254,0.8450601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4516963,"threshold_uncertainty_score":0.998999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364365762527771,"score_gpt":0.2451004716019807,"score_spread":0.2086638953492036,"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."}}