{"id":"W1936572809","doi":"","title":"Art and Experimentation","year":2008,"lang":"en","type":"article","venue":"","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.00001610662,0.00002260862,0.00002442426,0.00002434397,0.000296839,0.000005698614,0.00001873486,0.00000520123,0.003310489],"category_scores_gemma":[0.000001128705,0.00001751057,0.000007671909,0.000004683723,0.0003004597,0.0001809701,0.000003154133,0.00001606247,0.0003603476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001076347,"about_ca_system_score_gemma":0.000005059408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000252215,"about_ca_topic_score_gemma":0.00005766343,"domain_scores_codex":[0.9998261,0.000002529375,0.00003227531,0.00005132322,0.00004902347,0.00003871402],"domain_scores_gemma":[0.9999353,0.000003756223,0.000007323318,0.0000245606,0.00001003321,0.00001900647],"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":[0.000004576395,0.00001753393,0.0000726329,0.000002059764,0.00000179166,0.000005305155,0.1123802,6.456131e-8,0.001726843,0.1578769,0.7251177,0.002794311],"study_design_scores_gemma":[0.00004348123,0.00001807054,0.0001316086,6.288184e-7,5.064482e-7,0.000003625008,0.001177837,0.000004381021,0.0002261867,0.00006425088,0.9982956,0.00003384523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.30618,0.0003849859,0.000003382448,0.0001118534,0.0002190476,0.00001996808,2.581018e-7,0.00003102414,0.6930495],"genre_scores_gemma":[0.6897307,0.00001749449,0.00008816467,0.0004703645,0.00007158941,0.000001375823,8.211322e-7,0.000001235537,0.3096183],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3835507,"threshold_uncertainty_score":0.9976006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05000477936949227,"score_gpt":0.2251289253698726,"score_spread":0.1751241460003804,"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."}}