{"id":"W3035416938","doi":"10.17632/xps2rnk8zp.1","title":"BarkNet 1.0 (Part 2 of 4)","year":2019,"lang":"en","type":"article","venue":"Mendeley Data","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002715364,0.00007186726,0.0001298593,0.0000435048,0.00001575371,0.00002476331,0.002214017,0.00002718535,0.00009956818],"category_scores_gemma":[0.00004610884,0.0000625896,0.00001716617,0.0002149918,0.00001869756,0.001084018,0.001282562,0.00007011052,0.0001386056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008282105,"about_ca_system_score_gemma":0.00003300494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007578236,"about_ca_topic_score_gemma":8.156384e-7,"domain_scores_codex":[0.9991375,0.00002294021,0.0001687045,0.0003331518,0.000189226,0.0001484393],"domain_scores_gemma":[0.9974816,0.00004242584,0.00007074,0.002327809,0.0000410883,0.00003637528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002714466,0.0001997292,0.002969954,0.0001162223,0.00005885007,0.00002192349,0.0001646143,0.000009316728,0.02908478,0.1233749,0.2713009,0.5726717],"study_design_scores_gemma":[0.0002454189,0.0001533063,0.0003179704,0.00003714395,0.000004720051,0.000009354978,0.0000101657,0.008211201,0.1190291,0.006608695,0.8651804,0.0001925508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001157953,0.0002622977,0.9866863,0.0001978505,0.000200974,0.0001570821,0.00008885089,0.0001800934,0.01106861],"genre_scores_gemma":[0.4467277,0.000432446,0.5477104,0.0008010804,0.0001202926,0.000006809404,0.0002924539,0.00002424893,0.003884572],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5938795,"threshold_uncertainty_score":0.4114232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04921821638335157,"score_gpt":0.3066972246073242,"score_spread":0.2574790082239727,"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."}}