{"id":"W2982229611","doi":"","title":"Nature Of Album Design","year":2019,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Typography; Balance (ability); Theme (computing); Feeling; Visual arts; Aesthetics; Computer science; Cover (algebra); Contrast (vision); Linguistics; Art; Psychology; Artificial intelligence; World Wide Web; Engineering; Social psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000870753,0.0001157999,0.0001843598,0.0001847376,0.0002534151,0.0001290472,0.0006071699,0.0001654376,0.001659129],"category_scores_gemma":[0.00008715949,0.00008423169,0.00005800552,0.00008822358,0.0004246658,0.0002261743,0.000254336,0.0009166268,0.0003021726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003927692,"about_ca_system_score_gemma":0.00003463709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004533678,"about_ca_topic_score_gemma":0.00004199836,"domain_scores_codex":[0.998318,0.00001826754,0.0001703414,0.0002709135,0.0007907407,0.0004317799],"domain_scores_gemma":[0.998853,0.00003945644,0.00005679823,0.000135153,0.0008604372,0.00005512304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004769156,0.0001816931,0.004439387,0.0001444404,0.00008083745,0.000002413478,0.05645049,2.573933e-7,0.008103303,0.6671506,0.2630614,0.0003375325],"study_design_scores_gemma":[0.0005143742,0.0008519233,0.001394768,0.0001238478,0.00001319606,0.000002903585,0.1020997,0.00001202027,0.009092861,0.01695335,0.8687285,0.0002126157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5682186,0.0006262434,0.000002330051,0.001321319,0.0002065029,0.0009139372,0.000007238258,0.000133948,0.4285699],"genre_scores_gemma":[0.9463512,0.00007436351,0.000065311,0.00008830892,0.0002728447,0.00005116118,0.000002438866,0.00001642018,0.05307795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6501972,"threshold_uncertainty_score":0.9992535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025212672444627,"score_gpt":0.3802469401878513,"score_spread":0.2777256729433886,"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."}}