{"id":"W4415582726","doi":"10.18432/ari29858","title":"Akin","year":2025,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000938631,0.0006267775,0.00035135,0.00146053,0.00224114,0.0051297,0.001269078,0.001721264,0.5586409],"category_scores_gemma":[0.003336206,0.0002305658,0.0003996801,0.001048182,0.0008018463,0.002548207,0.003966529,0.001448923,0.2665076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572535,"about_ca_system_score_gemma":0.002101754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200981,"about_ca_topic_score_gemma":0.002263206,"domain_scores_codex":[0.9989858,0.0001703992,0.0000673713,0.0002135896,0.0004202831,0.0001424604],"domain_scores_gemma":[0.9985856,0.0001730298,0.0001020768,0.0001677226,0.0006691132,0.0003025286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004187726,0.0002353787,0.002234047,0.0009748518,0.00001676588,0.0009915713,0.001387838,0.0003184384,0.002718633,0.1429885,0.6074045,0.2403107],"study_design_scores_gemma":[0.00002221087,0.00003713814,0.001008739,0.00025513,0.000009376418,0.0003565828,0.0005147074,0.000166156,0.0009952554,0.009040429,0.9875854,0.000008920918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004568066,0.0006990987,0.004915691,0.005720218,0.004211335,0.0002889123,0.003039576,0.001062557,0.9754945],"genre_scores_gemma":[0.04418793,0.0009354047,0.004335627,0.003317032,0.000784956,0.0002817,0.003189152,0.0005009277,0.9424672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5586409,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0735778500509559,"score_gpt":0.3758743752474599,"score_spread":0.302296525196504,"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."}}