{"id":"W4386662366","doi":"10.14710/teknik.v42i2.40841","title":"Front Matter","year":2021,"lang":"no","type":"paratext","venue":"Teknik","topic":"Blockchain Technology in Education and Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003535267,0.000532769,0.0006589505,0.0003486942,0.0003636448,0.0004524205,0.002171811,0.001016267,0.1355294],"category_scores_gemma":[0.0000795172,0.0005687818,0.0002451481,0.000496629,0.0002370262,0.0001375503,0.000889637,0.001950787,0.4790008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757611,"about_ca_system_score_gemma":0.0007121756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009183261,"about_ca_topic_score_gemma":0.000007883128,"domain_scores_codex":[0.9967102,0.0002982885,0.0005682983,0.001239892,0.0004040106,0.0007793166],"domain_scores_gemma":[0.9970374,0.0001576968,0.0003944525,0.00198481,0.0002376898,0.0001879854],"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":[0.000001813579,0.0001456985,0.0003232089,0.0000872927,0.00009263912,0.00004436255,0.001834305,0.00005747246,0.00008120068,0.001625706,0.978588,0.01711825],"study_design_scores_gemma":[0.0002096069,0.00004519329,0.0008856234,0.0002824512,0.00003674585,0.0001265335,0.0003399292,0.001826561,0.0005972868,0.000343217,0.9946273,0.0006795521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002917662,0.02218633,0.1257042,0.0555308,0.03831986,0.0007215709,0.00003155847,0.0008312829,0.7537568],"genre_scores_gemma":[0.02176783,0.0003019752,0.01236156,0.00744253,0.001267554,0.00007566979,0.0000996825,0.0000715637,0.9566116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3434713,"threshold_uncertainty_score":0.9996763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485585352807381,"score_gpt":0.2670060058916209,"score_spread":0.2521501523635472,"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."}}