{"id":"W7101439806","doi":"10.18432/ari29835","title":"What Remains When Research and Art Meet","year":2025,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Photography; Exposition (narrative); Work (physics)","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":[0.04065656,0.0005692179,0.001446597,0.002660226,0.02626003,0.05337641,0.004115237,0.01569775,0.02246745],"category_scores_gemma":[0.07509188,0.0009675421,0.001124883,0.002470858,0.05117532,0.05672017,0.02091746,0.02249983,0.007734477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012679,"about_ca_system_score_gemma":0.01421113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537999,"about_ca_topic_score_gemma":0.00616981,"domain_scores_codex":[0.9562911,0.02270946,0.001574544,0.004199035,0.008682976,0.006542811],"domain_scores_gemma":[0.9516292,0.02062724,0.002638732,0.004881354,0.007119637,0.01310394],"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":[0.0002104691,0.0001577689,0.004107614,0.0007831059,0.0000783057,0.002086089,0.3026347,0.0001131549,0.001097635,0.3572476,0.2184799,0.1130036],"study_design_scores_gemma":[0.00001892582,0.00004720286,0.001117617,0.001198634,0.00002156022,0.0006944299,0.3724599,0.00006504261,0.0003668144,0.1054397,0.5185125,0.00005764973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03178331,0.02180549,0.006339951,0.7090507,0.01906447,0.000064434,0.0001429501,0.0003699084,0.2113788],"genre_scores_gemma":[0.7520008,0.01252199,0.005955303,0.1498739,0.01378087,0.0003069235,0.0002741494,0.001170402,0.06411561],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05337641,"threshold_uncertainty_score":0.215015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965116339523826,"score_gpt":0.4566882784242932,"score_spread":0.2601766444719106,"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."}}