{"id":"W4398901640","doi":"10.7910/dvn/v1rjpf/oqetrz","title":"ykc20160910_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":[0.001515838,0.004000757,0.002626834,0.005328337,0.001529453,0.005358094,0.005359464,0.004248928,0.2857282],"category_scores_gemma":[0.0100626,0.001276436,0.002120629,0.009633857,0.0009872811,0.003197184,0.004239467,0.002614595,0.3656574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427504,"about_ca_system_score_gemma":0.00327466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03782218,"about_ca_topic_score_gemma":0.05486099,"domain_scores_codex":[0.99861,0.0002724966,0.0001321009,0.0004476225,0.0002427116,0.0002949841],"domain_scores_gemma":[0.996577,0.001009787,0.0002738526,0.0008549007,0.0008573894,0.0004271301],"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":[0.00003570758,0.000008010629,0.0001609464,0.00053198,0.00001982549,0.000007539513,0.00001449914,0.0001119389,0.00004612037,0.000307415,0.9981611,0.0005949144],"study_design_scores_gemma":[0.0003596192,0.0000204391,0.001293944,0.000430433,0.0000360399,0.0000314411,0.00008235301,0.0002912365,0.0002602963,0.00180152,0.9953511,0.00004163077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002844079,0.00005124711,0.00002752145,0.00006954157,0.00002938185,0.000005005317,0.9989017,0.000382322,0.0005048407],"genre_scores_gemma":[0.0001748859,0.00005775855,0.0001152665,0.00007811258,0.00001154268,0.00004531393,0.9986505,0.0001841377,0.000682449],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7142718,"threshold_uncertainty_score":0.9558562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448858850477659,"score_gpt":0.2544099149440247,"score_spread":0.2299213264392481,"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."}}