{"id":"W4409580756","doi":"10.61091/jcmcc127a-085","title":"An Interpretation of Computational Methods of Time Consciousness and Symbolic Space in Photographic Art in the Age of Digital Imaging","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Consciousness; Space (punctuation); Computer science; Computer graphics (images); Artificial intelligence; Cognitive science; Computer vision; Psychology; Epistemology; Philosophy; Programming language","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":[0.001158024,0.0004026809,0.000273403,0.001713317,0.0009923152,0.003360601,0.0008293529,0.0006663799,0.005142638],"category_scores_gemma":[0.004235787,0.0002296028,0.0007870519,0.00113762,0.007223118,0.006282937,0.001682068,0.001203737,0.000428802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489676,"about_ca_system_score_gemma":0.0007626972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317469,"about_ca_topic_score_gemma":0.001417189,"domain_scores_codex":[0.9993232,0.0003209973,0.00003311877,0.0001365822,0.0001380712,0.00004800057],"domain_scores_gemma":[0.9987104,0.000682542,0.0001407175,0.0002168765,0.0001911472,0.00005825636],"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":[0.000009314674,0.00000529501,0.0004241369,0.00003658187,0.000006006153,0.0000525505,0.00104173,0.001147124,0.000426344,0.9866235,0.0003756831,0.009851678],"study_design_scores_gemma":[0.00001132522,0.00002681178,0.001709187,0.00005758613,0.00001668017,0.0002613177,0.001185168,0.02769702,0.0009619984,0.9514563,0.01658719,0.0000294866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06645423,0.004142568,0.7533042,0.005039294,0.0003784998,0.0000582816,0.0001246234,0.0001812194,0.170317],"genre_scores_gemma":[0.8191936,0.001841324,0.1662526,0.0003952683,0.0002496647,0.0001258099,0.00007955456,0.00009493064,0.01176723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005142638,"threshold_uncertainty_score":0.01720381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008909341765690587,"score_gpt":0.3047541824770076,"score_spread":0.2958448407113171,"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."}}