{"id":"W7114989939","doi":"10.34657/26763","title":"Modellregion, Phase 1, Bio4MatPro - BL4-4: Bioinspirierte antimikrobielle Beschichtungen für Venenkatheter - AntiBacCat","year":2025,"lang":"de","type":"report","venue":"TIB Repositorium","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Die (integrated circuit); Labrador Retriever; Volatile fatty acids","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003436504,0.005413913,0.006254516,0.003580153,0.002367975,0.00199752,0.00442445,0.00571897,0.0004838356],"category_scores_gemma":[0.0008125943,0.005663424,0.003761452,0.004756406,0.001427787,0.001241293,0.002521379,0.004813417,0.01571603],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003696123,"about_ca_system_score_gemma":0.009936141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399127,"about_ca_topic_score_gemma":0.00004694486,"domain_scores_codex":[0.9738357,0.001436315,0.006918226,0.007177098,0.005899555,0.004733113],"domain_scores_gemma":[0.9766707,0.0004720029,0.005769388,0.01007373,0.004955628,0.00205852],"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":[0.002658558,0.0104766,0.002029343,0.006821994,0.01302012,0.009436103,0.001579995,0.0007073159,0.1766775,0.0002013423,0.7710541,0.005337068],"study_design_scores_gemma":[0.006404085,0.001338776,0.00007024714,0.005715063,0.0104668,0.001784837,0.00008698344,0.008197832,0.05810949,0.0001168963,0.9021387,0.005570276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07592541,0.2376816,0.007225662,0.002950097,0.2567321,0.0238613,0.01551275,0.01143921,0.3686719],"genre_scores_gemma":[0.193317,0.0314572,0.004926774,0.0008852723,0.05851841,0.001135207,0.02947838,0.006672285,0.6736095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3049376,"threshold_uncertainty_score":0.9990385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171678728529292,"score_gpt":0.3519547918658956,"score_spread":0.3202380045806026,"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."}}