{"id":"W4327882450","doi":"10.1353/mos.2021.0027","title":"Q&A","year":2021,"lang":"en","type":"article","venue":"Mosaic","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Art; Series (stratigraphy); Art history; Visual arts; Aesthetics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01108595,0.0006414574,0.0009474015,0.002090273,0.005816076,0.01575526,0.00192238,0.004904354,0.7406384],"category_scores_gemma":[0.03891692,0.0007056003,0.0009284702,0.002362112,0.002309568,0.008301807,0.006632402,0.00403046,0.6405191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003958273,"about_ca_system_score_gemma":0.005899254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005966284,"about_ca_topic_score_gemma":0.008614851,"domain_scores_codex":[0.992814,0.002158779,0.0003969727,0.000894512,0.002954429,0.0007813324],"domain_scores_gemma":[0.9705569,0.006926302,0.0006719905,0.003199421,0.01556867,0.003076777],"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":[0.00005215405,0.00001883011,0.00007880948,0.00008096998,0.000001551141,0.00005012039,0.000278123,0.00001933567,0.0002316121,0.008885875,0.9660372,0.02426548],"study_design_scores_gemma":[0.000008504812,0.000007755833,0.000113183,0.00002863506,7.242933e-7,0.0000295013,0.0001880047,0.00004238006,0.00009711675,0.001678001,0.9977992,0.000006898747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000948255,0.0005796532,0.00901949,0.0344807,0.01247124,0.0009220849,0.005105473,0.005497112,0.9309759],"genre_scores_gemma":[0.007231038,0.000342247,0.003987485,0.01278014,0.001907772,0.0004366748,0.002257803,0.002759712,0.9682971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2593616,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2348391375791029,"score_gpt":0.3087887863474243,"score_spread":0.07394964876832139,"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."}}