{"id":"W6926149905","doi":"10.24433/co.6999436.v2","title":"If van Gogh’s 'The Starry Night' depicts perfect turbulence, so should Degas’ 'A Woman Seated Beside a Vase of Flowers'","year":2025,"lang":"en","type":"other","venue":"Code Ocean","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Vase; Logarithm; Function (biology); Image (mathematics); Power function; Painting; Fourier transform; Fourier series","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001038364,0.000428822,0.0006847128,0.0003416845,0.0005269968,0.0001049371,0.001195315,0.0008352039,0.001995595],"category_scores_gemma":[0.0002906614,0.0003463062,0.0003207973,0.000633302,0.001162382,0.00005710552,0.0001061003,0.0005445142,0.0001345387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102839,"about_ca_system_score_gemma":0.0007801064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01797183,"about_ca_topic_score_gemma":0.0388161,"domain_scores_codex":[0.9966533,0.0008422307,0.0004819767,0.0007028863,0.0006303936,0.0006891722],"domain_scores_gemma":[0.9980472,0.0003203008,0.0003262137,0.0009217255,0.0001510591,0.0002334504],"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":[0.0000434701,0.0001080891,0.004421285,0.0001029781,0.0001801746,0.00003498393,0.0080122,0.000005510217,0.000008091574,0.003576741,0.982708,0.0007984333],"study_design_scores_gemma":[0.0005424537,0.0001100337,0.001402426,0.0003712857,0.0001580013,0.000001893282,0.002312851,0.000009811095,0.00003090118,0.004565145,0.9900049,0.0004902878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02100314,0.0057178,0.0001533926,0.003743775,0.0025531,0.001024646,0.000285982,0.0004187497,0.9650994],"genre_scores_gemma":[0.2030461,0.004067752,0.0002589109,0.004735108,0.001901073,0.00002027547,0.00009484418,0.0003381169,0.7855378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1820429,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995679402961118,"score_gpt":0.3351947744577469,"score_spread":0.3052379804281357,"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."}}