{"id":"W6949117079","doi":"10.5281/zenodo.12115317","title":"Iso 12667 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bioactive natural compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interchangeability; Notice; Product (mathematics); International standard; Standardization; Agricultural machinery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002430954,0.002438399,0.001376224,0.006879362,0.001739597,0.008221867,0.004579851,0.003279364,0.6680595],"category_scores_gemma":[0.007489699,0.001304712,0.001423885,0.005589583,0.001262965,0.006592809,0.002966468,0.002460908,0.7214361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429896,"about_ca_system_score_gemma":0.004283554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008353937,"about_ca_topic_score_gemma":0.007814302,"domain_scores_codex":[0.9958991,0.0002085171,0.0002571838,0.0002719965,0.003091635,0.0002715918],"domain_scores_gemma":[0.9924799,0.0003671767,0.0002020178,0.00070778,0.005878078,0.0003650325],"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":[0.00008984107,0.00007220874,0.00009318102,0.0007063933,0.000006516406,0.0001065957,0.00006569504,0.0003558085,0.002459184,0.007126221,0.8161033,0.172815],"study_design_scores_gemma":[0.000007726332,0.00002005278,0.0001402032,0.0001053821,0.000003500425,0.00006450346,0.00003030716,0.00006014586,0.0008342415,0.0007359309,0.9979886,0.000009451788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004249605,0.001380244,0.009894343,0.0006991703,0.002833104,0.000535562,0.01100007,0.006909064,0.9663235],"genre_scores_gemma":[0.002503785,0.002062293,0.005165124,0.0005704573,0.0004739156,0.0002505021,0.01367241,0.003565098,0.9717364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3319405,"threshold_uncertainty_score":0.4734728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808459659981409,"score_gpt":0.2503799840555087,"score_spread":0.2322953874556946,"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."}}