{"id":"W4238227831","doi":"10.37119/ojs2016.v22i1.325","title":"Editorial","year":2016,"lang":"en","type":"editorial","venue":"in education","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Library 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001948764,0.0001027004,0.0001273794,0.0001182599,0.00008336842,0.00009723986,0.0001486488,0.0001987267,0.003087741],"category_scores_gemma":[0.0006502614,0.00007657745,0.0000303987,0.00001486703,0.0001344208,0.0001059168,0.00002405028,0.0002990686,0.0009020644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100662,"about_ca_system_score_gemma":0.001276559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007641391,"about_ca_topic_score_gemma":0.0006359477,"domain_scores_codex":[0.999,0.00005378725,0.0001554689,0.0001783076,0.0004482215,0.0001642715],"domain_scores_gemma":[0.9989408,0.0004593448,0.0000625806,0.0001422903,0.0003574189,0.00003758083],"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":[0.00001358392,0.00007137525,0.000005626784,0.00002078208,0.00000454371,1.469584e-7,0.001580459,6.379441e-9,6.323598e-7,0.03619961,0.9526691,0.009434145],"study_design_scores_gemma":[0.000104549,0.000026297,0.000002816551,0.0001252096,0.000004797468,1.826029e-8,0.001365628,1.375871e-7,9.650686e-7,0.004564309,0.9937037,0.0001015602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000005385905,0.0001282713,0.000002319531,0.00009931349,0.7351675,0.0000828556,0.00006338407,0.00001266744,0.2644383],"genre_scores_gemma":[0.0003722328,0.0001093984,0.000004205862,0.000005262149,0.9017187,0.00009088625,0.000167223,0.00001676515,0.0975153],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.166923,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892488785347549,"score_gpt":0.3429713819379194,"score_spread":0.324046494084444,"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."}}