{"id":"W6930429474","doi":"10.5281/zenodo.11911224","title":"black hat python pdf free","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Python (programming language); Scripting language; Netting; Limiting","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007662193,0.0004692186,0.0003861916,0.0003467113,0.0009366287,0.0008630314,0.00163599,0.0007725676,0.07281618],"category_scores_gemma":[0.0004755108,0.0004629001,0.0002080634,0.0004521808,0.0004545456,0.0000106836,0.002513824,0.0007109388,0.4143471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642463,"about_ca_system_score_gemma":0.00002400152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002258812,"about_ca_topic_score_gemma":0.000001301763,"domain_scores_codex":[0.9965087,0.0006164635,0.0004945737,0.001188154,0.000462879,0.0007292273],"domain_scores_gemma":[0.9975662,0.000008326793,0.0002567167,0.001296354,0.0004696344,0.0004027259],"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":[0.00007105,0.0001352536,7.458176e-7,0.0009159988,0.0004205492,0.00005945153,0.0003863944,0.00001137695,0.005412988,0.001394535,0.9788774,0.01231423],"study_design_scores_gemma":[0.0006368344,0.0007023342,0.00002026973,0.0005776457,0.0001143359,0.0001170404,0.0002522207,0.00003437666,0.0005673335,0.0001552079,0.9963382,0.0004841661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003574605,0.007334488,0.0007135627,0.001053492,0.001058079,0.0009466094,0.0009520381,0.0004282999,0.987156],"genre_scores_gemma":[0.01906414,0.006318967,0.0001288196,0.0003302253,0.002617768,9.773346e-8,0.01113047,0.01389327,0.9465162],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3415309,"threshold_uncertainty_score":0.9997823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896344378467218,"score_gpt":0.2502718730523005,"score_spread":0.2313084292676283,"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."}}