{"id":"W6930011583","doi":"10.5281/zenodo.11694983","title":"Iso 23247 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Scope (computer science); TSG101; Subpoena; Diafiltration; Work (physics)","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":[0.00253131,0.002610139,0.00148814,0.00655931,0.001682274,0.009088103,0.004472535,0.003413175,0.7227646],"category_scores_gemma":[0.008012866,0.001297624,0.001434006,0.00557039,0.001258609,0.0066764,0.003002577,0.002554916,0.7591966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002248175,"about_ca_system_score_gemma":0.003766643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006255628,"about_ca_topic_score_gemma":0.005129602,"domain_scores_codex":[0.9959378,0.0002076193,0.0002412277,0.0002704904,0.003072658,0.0002702021],"domain_scores_gemma":[0.9930687,0.0003987665,0.0001967407,0.0007162207,0.00526516,0.0003543653],"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":[0.00008457907,0.00006312066,0.00007413411,0.000577338,0.000006373313,0.00009362202,0.00004986184,0.000290254,0.002013459,0.005903372,0.840771,0.1500729],"study_design_scores_gemma":[0.000009549893,0.00002342822,0.0001530656,0.000108622,0.000003975418,0.00007271154,0.00002894258,0.00006754328,0.0008181305,0.0008010063,0.9979026,0.00001043696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003649536,0.001365813,0.00742007,0.0006288378,0.002927597,0.0004798361,0.009750387,0.006412142,0.9706505],"genre_scores_gemma":[0.002265657,0.001976022,0.003904579,0.000555297,0.0005147897,0.0002572676,0.01129556,0.003300447,0.9759305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2772354,"threshold_uncertainty_score":0.3954426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264761058078312,"score_gpt":0.2181402124752111,"score_spread":0.205492601894428,"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."}}