{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000751305,0.001651845,0.001029574,0.002691334,0.001025896,0.004335074,0.001748585,0.001894654,0.8691437],"category_scores_gemma":[0.002893585,0.0009354665,0.0008190863,0.002147822,0.0007646435,0.004244132,0.003191852,0.00276075,0.8547188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328927,"about_ca_system_score_gemma":0.001285018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479846,"about_ca_topic_score_gemma":0.002339687,"domain_scores_codex":[0.9992428,0.00004919464,0.00004143995,0.0001380573,0.0004398406,0.00008877367],"domain_scores_gemma":[0.9988386,0.0002049243,0.00006265055,0.000217652,0.0004518926,0.0002243515],"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":[0.00009981585,0.00003921199,0.00004852292,0.0005774003,0.000005756541,0.0001831239,0.00007167127,0.0001831238,0.003831053,0.003983223,0.8169553,0.1740219],"study_design_scores_gemma":[0.000007935162,0.00001130462,0.0001116702,0.00007826275,0.000002081486,0.0001535012,0.00002870325,0.00005008567,0.001033923,0.0007811026,0.9977345,0.000006851075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005869863,0.002811408,0.006775997,0.001408946,0.002050402,0.0002150119,0.01120092,0.01212238,0.962828],"genre_scores_gemma":[0.002252643,0.001962853,0.002402881,0.0006012803,0.0002978814,0.0001270443,0.005928742,0.004999152,0.9814276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1308563,"threshold_uncertainty_score":0.1866507,"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."}}