{"id":"W4285497631","doi":"10.54097/ehss.v1i.678","title":"Differences in Renoir’s paintings after his trip from 1881 to 1883: the human body, color and compositions","year":2022,"lang":"en","type":"article","venue":"Journal of Education Humanities and Social Sciences","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Painting; Style (visual arts); Art; The Renaissance; Visual arts; Art history","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000541463,0.00007417806,0.0001458335,0.0001193353,0.003284331,0.0004833658,0.0001739154,0.00001227219,0.00128519],"category_scores_gemma":[0.00001352645,0.00004899003,0.00004119887,0.00005222812,0.00064601,0.0002472818,0.00006966555,0.0001488955,8.766737e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003782427,"about_ca_system_score_gemma":0.00008413204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006987639,"about_ca_topic_score_gemma":0.001799637,"domain_scores_codex":[0.9991516,0.0001597991,0.0002466276,0.00009745036,0.0002254452,0.0001190348],"domain_scores_gemma":[0.9995866,0.0001159927,0.0001697549,0.00002822914,0.00007640773,0.00002300924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002179571,0.000149004,0.003065292,0.000006386776,0.00001498265,0.000001185691,0.5131811,5.035118e-7,0.0001100886,0.4696578,0.01323827,0.0005535195],"study_design_scores_gemma":[0.0001694569,0.0004775505,0.03273727,0.00003394614,0.00003291638,0.000005055211,0.6157857,0.000004024598,0.000006125863,0.03170564,0.3188992,0.0001431851],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986467,0.0006239027,6.387764e-7,0.005784675,0.0004989317,0.00008709678,0.00001847488,0.000004155806,0.006515115],"genre_scores_gemma":[0.9940083,0.0000159083,0.00001048244,0.002845463,0.0008814888,0.00002442315,0.000002447078,0.000003115417,0.002208376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379522,"threshold_uncertainty_score":0.9996278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482880862330449,"score_gpt":0.3013056960409687,"score_spread":0.2364768874176642,"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."}}