{"id":"W4255285019","doi":"10.18432/ari29583","title":"EDITORIAL","year":2020,"lang":"en","type":"editorial","venue":"Art/Research International A Transdisciplinary Journal","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Library science; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002002371,0.0004950357,0.0005655824,0.0006523578,0.001895526,0.001925879,0.002041247,0.000536038,0.007977808],"category_scores_gemma":[0.0007920223,0.000438534,0.0005749987,0.00001114025,0.001128428,0.0008880319,0.0003998131,0.006565905,0.002530561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072044,"about_ca_system_score_gemma":0.001682501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007203763,"about_ca_topic_score_gemma":0.002098321,"domain_scores_codex":[0.9912153,0.0004030077,0.000935938,0.0006627104,0.005690929,0.001092126],"domain_scores_gemma":[0.9944049,0.00115636,0.0002645455,0.0003145211,0.00311118,0.000748467],"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":[0.0003433499,0.0002119482,0.000001097707,0.00004987069,0.000369161,0.0002052237,0.1060417,0.000006230538,0.000008722935,0.004227891,0.8883094,0.0002253779],"study_design_scores_gemma":[0.001149818,0.0005793739,0.000001275734,0.0001980644,0.0000538602,0.00002433397,0.003133864,0.00009617239,0.000004695387,0.03125027,0.9630706,0.0004376525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001698477,0.0001533584,0.00007583844,0.008721888,0.8252116,0.0002193764,0.001594394,0.00007719723,0.1639294],"genre_scores_gemma":[0.0009580982,0.000497406,0.00005412303,0.0001036377,0.8946916,0.0000424639,0.001040379,0.0001203578,0.102492],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1029079,"threshold_uncertainty_score":0.9998066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023808235463602,"score_gpt":0.3875867853478269,"score_spread":0.2852059618014667,"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."}}