{"id":"W6888792948","doi":"10.23636/1307","title":"UKWA Interim Report Second Quarter 2018","year":2018,"lang":"en","type":"article","venue":"British Library Research Repository","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Reading (process); Interim; Feature (linguistics); Narrative; Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00544345,0.0009988287,0.00104621,0.007026199,0.00190577,0.01219612,0.002223039,0.00246398,0.3702822],"category_scores_gemma":[0.02488398,0.000832009,0.0008936313,0.006332452,0.00079742,0.005192505,0.003535925,0.002216066,0.3841669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006030049,"about_ca_system_score_gemma":0.01233598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02970248,"about_ca_topic_score_gemma":0.03329446,"domain_scores_codex":[0.9928145,0.0005675401,0.0007245466,0.0006015954,0.004455991,0.0008357015],"domain_scores_gemma":[0.9806406,0.001278909,0.001373484,0.0027464,0.01237775,0.00158282],"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":[0.00006749583,0.00001449195,0.0003466532,0.0001602281,0.000004635438,0.00002849449,0.00005444425,0.00002634977,0.0001002819,0.001687641,0.9796202,0.01788928],"study_design_scores_gemma":[0.000007838952,0.00001235237,0.0015238,0.0001042791,0.000002809399,0.00001714336,0.00005905811,0.00001885063,0.0001629832,0.0002615426,0.9978218,0.00000765177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002986135,0.005456837,0.002512309,0.02063889,0.02886228,0.0009467751,0.4101065,0.006319179,0.522171],"genre_scores_gemma":[0.006794737,0.003158001,0.001909001,0.001655926,0.002136088,0.001203249,0.1158093,0.002932409,0.8644012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3702822,"threshold_uncertainty_score":0.898216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378805664954514,"score_gpt":0.3051840202014744,"score_spread":0.267303453706023,"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."}}