{"id":"W7093367519","doi":"10.5040/9781350075054","title":"Graphic Design Essentials","year":2020,"lang":"","type":"book","venue":"Bloomsbury Publishing Plc eBooks","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graphic design; Software; Weaving; Software design; Environmental graphic design; Adobe","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003016067,0.002317337,0.002534873,0.00142338,0.001023704,0.03925256,0.01079862,0.001246306,0.0002259268],"category_scores_gemma":[0.002588391,0.00243961,0.00140642,0.0009582755,0.001079483,0.0111032,0.004734161,0.003881974,0.001440535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749418,"about_ca_system_score_gemma":0.004674709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003865781,"about_ca_topic_score_gemma":0.000007699831,"domain_scores_codex":[0.9854714,0.001066324,0.002773909,0.0042117,0.003781884,0.002694757],"domain_scores_gemma":[0.9894656,0.002065396,0.00179686,0.003042221,0.0009873264,0.002642601],"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":[0.0001451526,0.0005267769,0.00003907827,0.001068905,0.00116139,0.003054047,0.003061471,0.00005417236,0.0006138875,0.2733972,0.531348,0.1855298],"study_design_scores_gemma":[0.001550823,0.001253215,0.00002717527,0.001721381,0.0004552627,0.0003137709,0.00007172067,0.00510274,0.002358885,0.07519855,0.9087469,0.003199549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000116137,0.001857039,0.1921211,0.004174805,0.01386405,0.003138832,0.000143825,0.001993133,0.7825911],"genre_scores_gemma":[0.06316686,0.0004364854,0.02996446,0.01963871,0.0123941,0.0006988334,0.0005231576,0.00108403,0.8720934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3773989,"threshold_uncertainty_score":0.999337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07508309996606942,"score_gpt":0.2574265315662563,"score_spread":0.1823434316001869,"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."}}