{"id":"W4398851611","doi":"10.7910/dvn/v1rjpf/4diknr","title":"ykc20170707_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":[],"category_scores_codex":[0.001484231,0.003944451,0.002619967,0.005251618,0.001469325,0.005301007,0.005262844,0.004191865,0.2904523],"category_scores_gemma":[0.009953757,0.001288954,0.002100057,0.009459611,0.000955829,0.003153846,0.00411352,0.002564246,0.3669068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337728,"about_ca_system_score_gemma":0.003173757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03625517,"about_ca_topic_score_gemma":0.05211448,"domain_scores_codex":[0.9986652,0.0002648071,0.0001239644,0.000431434,0.000231487,0.0002831493],"domain_scores_gemma":[0.9966639,0.001026907,0.0002665474,0.0008160885,0.0008098457,0.0004168319],"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":[0.00003725139,0.000007919261,0.0001683154,0.000553696,0.0000207913,0.000007917154,0.00001514729,0.0001189966,0.00004832854,0.0003293557,0.9980825,0.0006098119],"study_design_scores_gemma":[0.00036899,0.00001981444,0.001284166,0.0004348478,0.00003650466,0.0000312951,0.00007834806,0.0002948687,0.0002557955,0.001873864,0.9952803,0.00004115872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002725555,0.00004974833,0.00002745829,0.00006637182,0.00002701627,0.000004746722,0.9989139,0.000384528,0.00049899],"genre_scores_gemma":[0.0001792208,0.00005892065,0.0001192378,0.00007849448,0.00001148089,0.00004610133,0.9986277,0.0001980241,0.0006808255],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7095476,"threshold_uncertainty_score":0.9716598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616028042160323,"score_gpt":0.2581005158529288,"score_spread":0.2319402354313255,"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."}}