{"id":"W4398926531","doi":"10.7910/dvn/v1rjpf/ospthw","title":"blc20170721_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00170421,0.003816123,0.00263974,0.005571243,0.001556875,0.005592568,0.005449877,0.004290198,0.3068033],"category_scores_gemma":[0.01117152,0.001350984,0.002019658,0.01022251,0.0009605016,0.003209735,0.004081494,0.002753131,0.3821335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00265353,"about_ca_system_score_gemma":0.003208026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03835405,"about_ca_topic_score_gemma":0.05682598,"domain_scores_codex":[0.9985001,0.0003023507,0.0001330132,0.0004740014,0.0002753599,0.0003152859],"domain_scores_gemma":[0.9961303,0.001150759,0.0003137311,0.0009792666,0.000950016,0.0004758886],"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":[0.00003209744,0.000007214128,0.0001395737,0.000439214,0.00001796445,0.00000577329,0.0000122136,0.0001004948,0.00003911942,0.0003011716,0.9983276,0.0005775713],"study_design_scores_gemma":[0.0003375494,0.00001823183,0.001166055,0.0003858659,0.00003188031,0.00002614834,0.00006607563,0.0002707035,0.0002267217,0.001880233,0.9955539,0.00003668208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002508985,0.00005102518,0.00002761861,0.00007886694,0.00002851266,0.000004594224,0.9988133,0.0004124189,0.0005586158],"genre_scores_gemma":[0.0001774818,0.00005751925,0.0001213439,0.00009192112,0.0000132816,0.0000453958,0.998516,0.0002132936,0.0007637539],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6931967,"threshold_uncertainty_score":0.9887609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584972618267431,"score_gpt":0.2575428000198,"score_spread":0.2316930738371256,"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."}}