{"id":"W6963252899","doi":"10.21251/dc112fe9-14de-4708-b84f-a782b6f4dac4","title":"Title of dataset record","year":2019,"lang":"en","type":"dataset","venue":"Ulster University Research Portal (Ulster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Record linkage; Feature (linguistics); Sequence (biology); Identification (biology)","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":[0.0007031621,0.000458738,0.0007146374,0.004579042,0.0002376015,0.00005987903,0.002812096,0.0006460286,0.02624163],"category_scores_gemma":[0.00007224309,0.0005649617,0.0002981018,0.002524706,0.0007684881,0.0006945191,0.002255067,0.001574688,0.03423849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377274,"about_ca_system_score_gemma":0.0007589857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008885611,"about_ca_topic_score_gemma":0.0009116218,"domain_scores_codex":[0.9956613,0.000720775,0.0002849022,0.001020655,0.001384868,0.0009275321],"domain_scores_gemma":[0.9962339,0.0002556907,0.0003594464,0.002194586,0.0005512364,0.0004050909],"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":[0.0003429394,0.0001981695,0.0001350882,0.0002867309,0.0002632236,0.00216731,0.0000263457,9.356962e-7,0.00005235546,0.0003043388,0.9961077,0.0001148705],"study_design_scores_gemma":[0.0009471171,0.0002153962,0.0000508366,0.0001509208,0.0001963071,0.0000150184,0.0006325917,0.000007222216,0.00002962614,0.000009282555,0.9972243,0.0005213736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001912439,0.00001839304,0.000005730601,0.00004554453,0.0003633365,0.0005329081,0.863551,0.00004461606,0.1352472],"genre_scores_gemma":[0.0001598452,0.0001552291,0.00005767326,0.0000219956,0.00008965365,1.022573e-7,0.836999,0.00005481705,0.1624617],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0272145,"threshold_uncertainty_score":0.9996802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09357084217261764,"score_gpt":0.3229781844204502,"score_spread":0.2294073422478326,"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."}}