{"id":"W1697557494","doi":"","title":"The Semiotic and Typographical Analysis of Some Foreign Company Logos and Brands","year":2014,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logos Bible Software; Semiotics; Pragmatics; Linguistics; Merge (version control); Computer science; Covert; Formality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006689513,0.0001294373,0.0005573514,0.0003306614,0.0003833448,0.00004083829,0.00009488067,0.00006085642,0.000002908801],"category_scores_gemma":[0.00003429726,0.00007115248,0.0001195538,0.0001381496,0.001336124,0.00007774014,0.00005125969,0.0003348968,9.533155e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001793857,"about_ca_system_score_gemma":0.00000482814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002345675,"about_ca_topic_score_gemma":0.000008510328,"domain_scores_codex":[0.9990935,0.00004317542,0.000431362,0.0001093841,0.0001731667,0.000149363],"domain_scores_gemma":[0.9988511,0.0006267279,0.0003120886,0.00006493313,0.00007411606,0.00007106857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001561004,0.00001749403,0.01379714,0.00004880719,0.00294141,6.165048e-7,0.00589784,0.000002890539,0.0002552485,0.9723948,0.001172782,0.003314838],"study_design_scores_gemma":[0.004519127,0.001294531,0.2081526,0.0002324317,0.01012834,0.00005297838,0.06936144,0.0006355135,0.000162257,0.6594868,0.04523763,0.0007363319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961438,0.0346567,0.00004724775,0.0005995858,0.00007104973,0.00008067375,0.000004451008,0.000006967186,0.003095331],"genre_scores_gemma":[0.9763781,0.02314754,0.00002677642,0.0002274641,0.0001779575,0.000002031977,3.469889e-7,0.000005462566,0.00003435581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.312908,"threshold_uncertainty_score":0.4923003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316970447657437,"score_gpt":0.2572085008928024,"score_spread":0.2255114561270587,"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."}}