{"id":"W4405713427","doi":"10.29173/hsi483","title":"Painting","year":2022,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Painting; Art; Art history","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008113132,0.00005020032,0.00008583722,0.0000645312,0.006775165,0.00005462687,0.0002149612,0.000002736254,0.001721896],"category_scores_gemma":[0.00002179893,0.00004039477,0.00002455971,0.0001476129,0.0008473278,0.0001438335,0.000176749,0.0001229577,0.00007483264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191777,"about_ca_system_score_gemma":0.0001626595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315323,"about_ca_topic_score_gemma":0.00009615535,"domain_scores_codex":[0.9989604,0.00001850808,0.000140108,0.0001773227,0.0003831279,0.0003204687],"domain_scores_gemma":[0.9997069,0.000011498,0.00005703885,0.00009526347,0.00004752594,0.00008178113],"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":[0.000002389937,0.00004501496,0.0002698559,0.00001452722,0.000001492188,0.000001851274,0.3979048,0.00000812881,0.00001679499,0.4515874,0.1345554,0.01559232],"study_design_scores_gemma":[0.00002991739,0.00008436714,0.0001949718,0.000002186044,5.075247e-7,0.000001515786,0.05027943,0.00002650593,0.000001434374,0.000683021,0.9486409,0.00005520801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1722777,0.002997052,0.0000631284,0.03389904,0.02233149,0.0005460193,0.00001397813,0.000549342,0.7673222],"genre_scores_gemma":[0.9898226,0.000005250964,0.00004711708,0.004257744,0.0007315115,0.00003143675,0.000001018012,0.000003544905,0.005099834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8175448,"threshold_uncertainty_score":0.9991907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418631531835503,"score_gpt":0.329832362867195,"score_spread":0.1879692096836446,"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."}}