{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002528456,0.002176988,0.001013542,0.003539547,0.002273507,0.01136425,0.002763569,0.003090501,0.5457314],"category_scores_gemma":[0.02725667,0.001111025,0.001313133,0.003360637,0.001766837,0.004934531,0.004132321,0.004384626,0.3955936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511051,"about_ca_system_score_gemma":0.003228104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999649,"about_ca_topic_score_gemma":0.004106974,"domain_scores_codex":[0.9956024,0.0009832033,0.0002879898,0.0004585742,0.002423278,0.0002445271],"domain_scores_gemma":[0.9872705,0.003519719,0.0003038015,0.002572289,0.005795835,0.0005378992],"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":[0.00003824438,0.0000229562,0.00007191674,0.0003080598,0.000004806414,0.0001111541,0.0006154414,0.000268131,0.0008198012,0.02046645,0.8776814,0.09959177],"study_design_scores_gemma":[0.00000449142,0.000006673135,0.00005073041,0.00006186087,0.00000160491,0.0001009409,0.00006865362,0.0001063993,0.0001408177,0.002087791,0.9973634,0.000006616684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007836635,0.002441565,0.07529423,0.009601115,0.01153602,0.001176914,0.007056097,0.02380673,0.8683036],"genre_scores_gemma":[0.008453215,0.002253747,0.05416077,0.005295131,0.00177478,0.001281674,0.005987069,0.01166079,0.9091328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5457314,"threshold_uncertainty_score":0.647959,"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."}}