{"id":"W2192869331","doi":"","title":"Landscape Painting: A comprehensive study of en plein air and studio painting","year":2015,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Painting; Studio; Landscape painting; Art; Visual arts; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002672506,0.0001707896,0.0004262077,0.0001734116,0.0006500899,0.00001897449,0.0001905976,0.00003633758,0.00008096205],"category_scores_gemma":[0.0000719131,0.0001758004,0.00007893947,0.00007352715,0.0005278217,0.0001762863,0.0003051171,0.000146252,0.00001110989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000330798,"about_ca_system_score_gemma":0.00003488258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008656843,"about_ca_topic_score_gemma":0.007216885,"domain_scores_codex":[0.9989264,0.000177806,0.0001776564,0.0002515613,0.0002614009,0.000205169],"domain_scores_gemma":[0.9989623,0.0002113797,0.0002156297,0.0001903591,0.0003357897,0.00008452091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001201737,0.0003349944,0.04923657,0.0001284169,0.0004683227,0.00002642896,0.8571498,0.00009169274,0.00000412886,0.08840922,0.003853195,0.0001770365],"study_design_scores_gemma":[0.001477823,0.0006313318,0.005496574,0.00002863814,0.0001422213,0.000002551226,0.760502,0.00004497341,2.541561e-7,0.2042682,0.02719033,0.000215114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886906,0.0005268077,0.0001702833,0.0001487664,0.0001584504,0.0002524089,0.00001554465,0.00005670833,0.009980408],"genre_scores_gemma":[0.9980025,0.00001031125,0.000110869,0.00004809568,0.0001397576,4.834924e-7,0.00000509642,0.00001226264,0.001670568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115859,"threshold_uncertainty_score":0.7168931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318452597412863,"score_gpt":0.2172585522285026,"score_spread":0.174074026254374,"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."}}