{"id":"W6930201764","doi":"10.5281/zenodo.12134645","title":"Eu gmp leitfaden pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Work (physics); Limiting; Quality (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006225841,0.0005659661,0.000461861,0.0008345509,0.0007763153,0.001206059,0.001735676,0.0004077631,0.2240332],"category_scores_gemma":[0.0006631702,0.0006421169,0.0001684685,0.001273233,0.0001759406,0.0001940893,0.001217923,0.001415713,0.60164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008081634,"about_ca_system_score_gemma":0.000005186748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008972439,"about_ca_topic_score_gemma":2.680025e-7,"domain_scores_codex":[0.996509,0.0002893029,0.0005269466,0.0009449344,0.0008240592,0.0009057781],"domain_scores_gemma":[0.9982073,0.0000237617,0.0001370413,0.0009205775,0.0003730463,0.0003382453],"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":[0.00002018288,0.00007536291,1.142328e-7,0.0006279573,0.000272367,0.00006470109,0.0002156367,0.0001004494,0.004818499,0.003203655,0.9192713,0.07132977],"study_design_scores_gemma":[0.000258989,0.0002539374,0.000006132386,0.0005087078,0.0001098751,0.000064731,0.00003340244,0.0006202187,0.001235987,0.0009996856,0.9952717,0.0006365842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001235348,0.004258134,0.02685363,0.0004887141,0.0005336287,0.00105956,0.0002454271,0.007307864,0.9592407],"genre_scores_gemma":[0.02022764,0.005361674,0.004827602,0.0004005059,0.003521021,5.706223e-7,0.004315787,0.06522986,0.8961154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3776068,"threshold_uncertainty_score":0.9998308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882469297136419,"score_gpt":0.2450924709416019,"score_spread":0.2162677779702377,"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."}}