{"id":"W4398930518","doi":"10.7910/dvn/v1rjpf/ohtjyc","title":"ykc20160615_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":"Computer science","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":[0.001512428,0.003871325,0.002628503,0.005208199,0.001482948,0.005352387,0.005266315,0.004221058,0.2912592],"category_scores_gemma":[0.01019042,0.001261461,0.002099254,0.009554059,0.0009649635,0.003186233,0.004202645,0.00256815,0.3637881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002385202,"about_ca_system_score_gemma":0.003188486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03603709,"about_ca_topic_score_gemma":0.05246272,"domain_scores_codex":[0.9986306,0.0002732061,0.0001314441,0.0004419376,0.0002356118,0.0002871946],"domain_scores_gemma":[0.9965883,0.001033303,0.000277745,0.0008376469,0.0008385086,0.0004244681],"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":[0.00003685552,0.000007963006,0.0001691496,0.0005742654,0.00002072854,0.000007957336,0.0000151224,0.0001149134,0.00004698149,0.0003320571,0.998059,0.0006149266],"study_design_scores_gemma":[0.0003610529,0.00001997086,0.00129068,0.000451764,0.00003669557,0.00003166818,0.00008070421,0.0002857471,0.0002530587,0.001903578,0.995244,0.00004113524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002733885,0.00005130509,0.00002783473,0.00006960458,0.00002814393,0.000005005339,0.99891,0.0003696379,0.000511058],"genre_scores_gemma":[0.0001832746,0.00006066553,0.0001208642,0.00008309379,0.00001172488,0.00004813711,0.9986093,0.0001895625,0.0006934184],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7087408,"threshold_uncertainty_score":0.9743592,"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."}}