{"id":"W4246169562","doi":"10.37119/ojs2015.v21i2.281","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 Regina","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005000649,0.002913443,0.0029391,0.004116647,0.002430974,0.008529047,0.00254661,0.006682351,0.03991105],"category_scores_gemma":[0.02701389,0.0008964988,0.001609012,0.001327893,0.001638339,0.003649428,0.001895407,0.008811659,0.03407094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822446,"about_ca_system_score_gemma":0.003887801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008306037,"about_ca_topic_score_gemma":0.002094428,"domain_scores_codex":[0.993874,0.0009908233,0.0007001801,0.0008021245,0.003178987,0.0004537602],"domain_scores_gemma":[0.9771944,0.004016741,0.001964065,0.0008138468,0.01223433,0.003776628],"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":[0.00002834645,0.00001019261,0.00002181309,0.0001176709,0.000009360709,0.0001078233,0.000009170067,0.00001343253,0.00005834597,0.0002019126,0.9943849,0.005037096],"study_design_scores_gemma":[0.00005299424,0.00002682446,0.0001515149,0.0003414139,0.00002731601,0.0002141581,0.00003065486,0.000069088,0.0001103463,0.0006213012,0.9983412,0.00001319037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000382192,0.002906006,0.0001067565,0.01788078,0.9750929,0.00003148594,0.00007391322,0.00006054927,0.003809487],"genre_scores_gemma":[0.0005864846,0.00467936,0.0001681456,0.01608892,0.9401437,0.00004441148,0.0001097418,0.00009206793,0.03808709],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.960089,"threshold_uncertainty_score":0,"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."}}