{"id":"W4407565909","doi":"10.24908/encounters.v25i0.18883","title":"Artwork and Artists","year":2025,"lang":"en","type":"article","venue":"Encounters in Theory and History of Education","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual arts; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819122,0.00004909365,0.00007432513,0.00009805577,0.0000583557,0.000006984176,0.00004055839,0.0000350384,0.0001969205],"category_scores_gemma":[0.00002659596,0.00004576796,0.00001108466,0.00001035263,0.000483655,0.00007932901,0.00001051722,0.00006744819,0.00000143905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007434589,"about_ca_system_score_gemma":0.0000659354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005169495,"about_ca_topic_score_gemma":0.0006511988,"domain_scores_codex":[0.9997036,0.00003386158,0.00009553417,0.00009104537,0.00002340094,0.00005259816],"domain_scores_gemma":[0.9998184,0.00003881739,0.00003771452,0.00007359252,0.00002124503,0.00001024525],"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":[0.00002695953,0.00005189751,0.0004048463,0.0000374537,0.000006436788,1.347429e-7,0.06032123,1.508093e-7,0.00005202982,0.8867016,0.04113005,0.01126718],"study_design_scores_gemma":[0.00007781964,0.00002057951,0.0007481303,0.0000890452,0.00001139334,7.041116e-7,0.02455567,0.000001840915,0.00001388133,0.1378541,0.8365767,0.00005018869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3547681,0.02786869,0.00005317794,0.0004734381,0.003026915,0.0001281449,0.000003625163,0.0000356996,0.6136422],"genre_scores_gemma":[0.9331547,0.0001421971,0.00002080049,0.0004373703,0.00005961073,0.00001187497,0.000003182709,0.000002342278,0.06616789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7954466,"threshold_uncertainty_score":0.2156142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007972457330300272,"score_gpt":0.2331428842806421,"score_spread":0.2251704269503418,"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."}}