{"id":"W4398831986","doi":"10.7910/dvn/v1rjpf/fxqjn3","title":"ykc20170323_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":[0.001509692,0.003981026,0.002637093,0.005293618,0.001509658,0.00545034,0.005366999,0.00425131,0.3001364],"category_scores_gemma":[0.01028928,0.001297197,0.002117092,0.009670951,0.0009704132,0.003209151,0.004231491,0.002573677,0.3792121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393183,"about_ca_system_score_gemma":0.003248246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03714682,"about_ca_topic_score_gemma":0.05294527,"domain_scores_codex":[0.998635,0.0002695347,0.0001276803,0.0004381879,0.0002375256,0.0002920158],"domain_scores_gemma":[0.9964876,0.001067712,0.0002787914,0.0008671693,0.0008622741,0.0004363891],"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":[0.00003611544,0.000007702962,0.0001610174,0.0005381918,0.0000197761,0.000007709312,0.00001468219,0.0001134487,0.00004568328,0.0003141385,0.998147,0.0005945903],"study_design_scores_gemma":[0.0003670588,0.0000197778,0.001257907,0.0004279861,0.00003529906,0.00003086567,0.00007962462,0.0002923342,0.0002563944,0.001861635,0.9953297,0.00004133708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002692857,0.00004895526,0.0000275609,0.00006828445,0.00002798945,0.00000487528,0.9989009,0.0003908485,0.0005037011],"genre_scores_gemma":[0.0001790875,0.00005822155,0.0001175689,0.00008022469,0.00001198578,0.00004730229,0.9985964,0.0002047613,0.0007045225],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6998636,"threshold_uncertainty_score":0.9982704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602244242510045,"score_gpt":0.2579467228901847,"score_spread":0.2319242804650842,"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."}}