{"id":"W4398876738","doi":"10.7910/dvn/v1rjpf/zxpq8t","title":"ykc20170607_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":[0.001509683,0.003964646,0.002617904,0.005245414,0.001483017,0.005305348,0.005302672,0.004191381,0.2887947],"category_scores_gemma":[0.01004284,0.001281157,0.002112401,0.009461845,0.0009682937,0.003174629,0.004167382,0.002592568,0.3689319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002359058,"about_ca_system_score_gemma":0.003176191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.036314,"about_ca_topic_score_gemma":0.05268916,"domain_scores_codex":[0.9986342,0.0002720447,0.0001273671,0.0004396431,0.000237462,0.0002892828],"domain_scores_gemma":[0.9966223,0.001018638,0.0002694251,0.0008379049,0.0008300208,0.0004216582],"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":[0.00003593501,0.000007886688,0.0001636178,0.0005292144,0.00002019393,0.000007610253,0.00001456227,0.0001153305,0.00004687511,0.0003183524,0.9981416,0.0005987718],"study_design_scores_gemma":[0.0003617673,0.00001996239,0.001281621,0.0004301071,0.0000361036,0.00003126727,0.00007917613,0.0002974134,0.000258163,0.001870211,0.995293,0.00004126902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002785071,0.00004989737,0.00002811022,0.00006827302,0.00002809813,0.000004848413,0.9988976,0.0003893531,0.0005060049],"genre_scores_gemma":[0.0001778157,0.00005788327,0.0001189421,0.00007862985,0.00001154695,0.00004614385,0.9986323,0.0001948013,0.0006819587],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7112053,"threshold_uncertainty_score":0.9661145,"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."}}