{"id":"W4398879439","doi":"10.7910/dvn/v1rjpf/w5akke","title":"ykc20151117_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":[0.001464497,0.003866945,0.002620372,0.005321253,0.00150159,0.005377664,0.005110926,0.004305686,0.319521],"category_scores_gemma":[0.0099354,0.00127126,0.001989676,0.009605083,0.0009411065,0.003349718,0.004130185,0.002523493,0.3819439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419006,"about_ca_system_score_gemma":0.003097116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03452782,"about_ca_topic_score_gemma":0.04885398,"domain_scores_codex":[0.9987003,0.0002599907,0.0001233627,0.0004164071,0.0002270393,0.0002729858],"domain_scores_gemma":[0.9966198,0.001071023,0.0002662574,0.0008093073,0.0008166051,0.0004169735],"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":[0.00003830457,0.000008204348,0.0001705142,0.0005710149,0.00001931326,0.000008482722,0.00001546105,0.0001214119,0.00004698956,0.0003494682,0.9980314,0.0006194332],"study_design_scores_gemma":[0.0003551453,0.00001995888,0.001253365,0.0004374839,0.00003332086,0.00003178859,0.00008005915,0.0002932358,0.0002463093,0.001931351,0.9952774,0.00004052757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002632921,0.00004688987,0.00002727134,0.00006769576,0.00002631756,0.000004944376,0.9988903,0.0003631065,0.0005471468],"genre_scores_gemma":[0.0001833681,0.00005777718,0.000116017,0.00007935889,0.00001130061,0.00004703496,0.998607,0.0001945579,0.0007036856],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6804789,"threshold_uncertainty_score":0.9706206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632938247149008,"score_gpt":0.257472869678758,"score_spread":0.231143487207268,"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."}}