{"id":"W4398952603","doi":"10.7910/dvn/v1rjpf/vomovb","title":"blc20150503_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":[0.001696206,0.003718469,0.002687975,0.005718994,0.001571786,0.005887624,0.00530705,0.004225442,0.3335403],"category_scores_gemma":[0.01109649,0.001356008,0.001972676,0.0106719,0.0009361656,0.003495357,0.004237121,0.002626573,0.4044224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689664,"about_ca_system_score_gemma":0.003164988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03884446,"about_ca_topic_score_gemma":0.05386096,"domain_scores_codex":[0.9985195,0.0002944298,0.0001324782,0.000461915,0.0002761086,0.0003155269],"domain_scores_gemma":[0.99602,0.001160958,0.0003272046,0.001002354,0.001008415,0.0004810717],"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":[0.00003260211,0.000006434227,0.0001455653,0.000413871,0.00001703227,0.000005793502,0.00001217684,0.00009697818,0.00003575455,0.0003173451,0.9983606,0.0005560002],"study_design_scores_gemma":[0.0003045619,0.00001671672,0.0011707,0.0003728909,0.0000290744,0.00002454854,0.00006601138,0.0002514993,0.0002140485,0.001891122,0.9956232,0.00003564791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002204202,0.00004462997,0.00002552237,0.0000753527,0.00002681776,0.00000416586,0.9988117,0.0003983809,0.0005913774],"genre_scores_gemma":[0.0001782484,0.00005360323,0.0001075745,0.00009167193,0.00001346883,0.00004192298,0.998529,0.0002220524,0.0007624978],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6664597,"threshold_uncertainty_score":0.9506239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594678295986852,"score_gpt":0.2568481854888596,"score_spread":0.2309014025289911,"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."}}