{"id":"W4401608353","doi":"10.52086/001c.23571","title":"TEXT Reviews April 2020","year":2020,"lang":"en","type":"article","venue":"TEXT","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haiku; Art history; Craft; Poetry; Art; Performance art; Reading (process); History; Visual arts; Philosophy; Literature","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":["insufficient_payload"],"category_scores_codex":[0.0001070187,0.00008799211,0.0001699181,0.00001155348,0.0001871615,0.00007436919,0.0001445142,0.00001599687,0.05808605],"category_scores_gemma":[0.0001206465,0.00006445128,0.00006231586,0.00003312229,0.0001708846,0.00008016726,0.00006069484,0.0001181149,0.01889396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001097139,"about_ca_system_score_gemma":0.00002042908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004669305,"about_ca_topic_score_gemma":0.00003811016,"domain_scores_codex":[0.999307,0.0000554246,0.0001559881,0.0001588988,0.0001393359,0.0001832925],"domain_scores_gemma":[0.9996362,0.00004598366,0.0000343312,0.0001148724,0.00004169434,0.0001268893],"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":[0.00001465325,0.00001946213,0.00008928131,0.00004688195,0.00001131449,0.000008997585,0.008833818,1.579024e-7,0.00006196909,0.3320731,0.6119668,0.0468735],"study_design_scores_gemma":[0.0001054157,0.00007319117,0.0000969596,0.0000153892,0.000007624363,5.760584e-7,0.002217975,0.000106942,0.00003253592,0.0004281024,0.996827,0.00008827381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001238675,0.002647151,0.0002953989,0.005772449,0.00003747724,0.0001973227,0.00001736202,0.00006640149,0.9897277],"genre_scores_gemma":[0.9108989,0.0006281381,0.0001008816,0.003334327,0.001546687,0.00002655673,0.000011733,0.00001783563,0.08343492],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9096602,"threshold_uncertainty_score":0.9818699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321162574539834,"score_gpt":0.3131200548413707,"score_spread":0.1810037973873873,"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."}}