{"id":"W7077042549","doi":"10.64655/am.si25r.lmd1962","title":"Rembrandt as a Painter: New Technical Research. Introduction","year":2025,"lang":"en","type":"article","venue":"ArtMatters International Journal for Technical Art History","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Painting; Key (lock); Performance art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006993592,0.0001585165,0.000198571,0.0002934203,0.0002100278,0.00008925755,0.0006664119,0.00006351252,0.0013341],"category_scores_gemma":[0.0001489458,0.0001470555,0.0003143158,0.000139358,0.0003009502,0.0002232199,0.0001657223,0.0006962743,0.0003218845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006988354,"about_ca_system_score_gemma":0.0003290052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001357441,"about_ca_topic_score_gemma":0.000001983735,"domain_scores_codex":[0.9982645,0.00009236146,0.0004633093,0.0003277619,0.0005458625,0.0003062101],"domain_scores_gemma":[0.9986427,0.0003878062,0.0001150974,0.000204089,0.0004835456,0.00016675],"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":[0.0001700851,0.000127055,0.00004049712,0.000002594309,0.00006124959,0.000002151471,0.00001761323,0.00004283245,0.002775594,0.4508742,0.5349361,0.01095006],"study_design_scores_gemma":[0.0004791601,0.00006679871,0.00006896924,0.00004348507,0.00001470156,0.00002045101,0.00002212982,0.00008502677,0.0002945446,0.4190162,0.579796,0.00009246851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004128056,0.0001884246,0.7047704,0.1137059,0.009121872,0.0005239863,0.00002848383,0.0002479425,0.1672849],"genre_scores_gemma":[0.9171515,0.000009233811,0.006730581,0.003727037,0.006192819,0.00009297028,0.0001029621,0.00004011532,0.06595281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9130234,"threshold_uncertainty_score":0.9995788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698587586807795,"score_gpt":0.3339182016202114,"score_spread":0.3169323257521335,"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."}}