{"id":"W4398981094","doi":"10.7910/dvn/v1rjpf/je8ij8","title":"blc20150117_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":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001677484,0.003772477,0.002595079,0.00559624,0.001536418,0.005568652,0.005228655,0.004316206,0.3175711],"category_scores_gemma":[0.01094102,0.001297013,0.001926949,0.01023544,0.0009458457,0.003378883,0.004063361,0.00267984,0.3926827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002638943,"about_ca_system_score_gemma":0.00309415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03473441,"about_ca_topic_score_gemma":0.05158915,"domain_scores_codex":[0.9985206,0.0003016107,0.0001331421,0.0004603701,0.0002760668,0.0003082101],"domain_scores_gemma":[0.9962024,0.001130477,0.0003080329,0.0009549283,0.0009304494,0.0004736642],"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":[0.000032706,0.000007431658,0.0001416923,0.0004328154,0.00001665787,0.000006021372,0.00001202365,0.00009986585,0.00003854878,0.000304065,0.9983245,0.0005835872],"study_design_scores_gemma":[0.0003249308,0.00001889628,0.001146234,0.0003846308,0.00002979523,0.0000271728,0.00006882463,0.0002778743,0.0002292171,0.001893493,0.9955633,0.00003577242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002624426,0.00005110872,0.00002774867,0.00008250507,0.00002859572,0.000004805249,0.9987422,0.0004173229,0.000619486],"genre_scores_gemma":[0.0001861191,0.00005723215,0.0001165825,0.00009092969,0.00001308302,0.00004453629,0.9985198,0.0002059891,0.0007658362],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6824289,"threshold_uncertainty_score":0.973402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653887347326362,"score_gpt":0.2563064279998881,"score_spread":0.2297675545266245,"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."}}