{"id":"W6888430371","doi":"10.18738/t8/ejonhj/aqgb6k","title":"IMGEO2_2018155_DEV_JKB2t_X57a.txt","year":2024,"lang":"en","type":"dataset","venue":"Texas Digital Library (University of Texas)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":[0.0001407616,0.001057693,0.001318952,0.00163697,0.0001570375,0.0007041866,0.003641417,0.0009320303,0.031323],"category_scores_gemma":[0.0000549806,0.001272916,0.0009946318,0.00169999,0.001043004,0.006544812,0.003919496,0.001258523,0.5744554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153791,"about_ca_system_score_gemma":0.0006678189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001782749,"about_ca_topic_score_gemma":0.00004068678,"domain_scores_codex":[0.9958763,0.00009983293,0.0005261062,0.001474387,0.001088595,0.0009347677],"domain_scores_gemma":[0.9964154,0.0002156362,0.0006246252,0.002057127,0.00008746437,0.0005997533],"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":[0.0002400859,0.0003660271,0.0008676352,0.000859947,0.0005991638,0.001252101,0.00001808046,0.000002690416,7.84859e-7,0.0002189203,0.9950988,0.0004757861],"study_design_scores_gemma":[0.0006301152,0.0002337229,0.0009536223,0.000524574,0.0004810664,0.00006844664,0.00009171853,0.00001999394,0.00001263567,0.001433583,0.9943003,0.001250222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007983707,0.0005293842,0.000002477707,0.00027966,0.0006857203,0.0005350714,0.947058,0.001111368,0.0489999],"genre_scores_gemma":[0.0004645908,0.0002077334,0.0001594601,0.0001218044,0.0003190876,2.706435e-7,0.9418658,0.0002605903,0.05660069],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5431324,"threshold_uncertainty_score":0.9989721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060996403661756,"score_gpt":0.1914588396809049,"score_spread":0.1808488756442874,"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."}}