{"id":"W4390075868","doi":"10.5840/cpsem202216","title":"The Definition of Qualisign as a Key Concept in the Field of Aesthetics","year":2022,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Key (lock); Field (mathematics); Art; Computer science; Mathematics; Computer security; Pure mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002697782,0.000777758,0.0007865064,0.001898852,0.002851756,0.008726534,0.0009887754,0.002320062,0.005695255],"category_scores_gemma":[0.003123904,0.0003130629,0.000688199,0.001927286,0.02903283,0.007652382,0.002613688,0.007235099,0.001063861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003250533,"about_ca_system_score_gemma":0.001772426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124192,"about_ca_topic_score_gemma":0.001339156,"domain_scores_codex":[0.9979006,0.001273111,0.00007481074,0.0002055339,0.0004368766,0.0001091161],"domain_scores_gemma":[0.9981844,0.001272255,0.00008132285,0.000154743,0.0002241137,0.00008328028],"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":[0.000001094513,0.000001433651,0.000006014991,0.00001150625,4.534859e-7,0.000005775971,0.0002946209,0.00003733423,0.00002736103,0.9976146,0.000840718,0.001159129],"study_design_scores_gemma":[0.00000255688,0.000006215889,0.00003744163,0.000055298,0.000001428751,0.00007584414,0.0003381838,0.0002874131,0.00008155074,0.9406643,0.05844458,0.000005287535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005384774,0.01519316,0.1029915,0.01420704,0.002946445,0.00005656684,0.00008921587,0.0001049034,0.8590264],"genre_scores_gemma":[0.6287805,0.01440819,0.07627061,0.007020114,0.003753935,0.0005508015,0.0002161253,0.0005921882,0.2684076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008726534,"threshold_uncertainty_score":0.02358443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027573314417141,"score_gpt":0.4168541733527448,"score_spread":0.3140968419110307,"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."}}