{"id":"W4398903305","doi":"10.7910/dvn/v1rjpf/7b7ua8","title":"mea20170719_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":[0.001402506,0.003628253,0.002281711,0.005356354,0.001373033,0.005141343,0.004936779,0.003789108,0.2922706],"category_scores_gemma":[0.01025852,0.001247702,0.00194576,0.009247969,0.0008517656,0.003328826,0.003848857,0.0025169,0.3488289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002287966,"about_ca_system_score_gemma":0.002704801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03343211,"about_ca_topic_score_gemma":0.05100962,"domain_scores_codex":[0.9987679,0.0002436411,0.000116019,0.0003969006,0.0002284269,0.0002470913],"domain_scores_gemma":[0.9966935,0.001019178,0.0002599664,0.0008426118,0.0007885256,0.0003961422],"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":[0.00003210635,0.000007177923,0.0001682043,0.0004349728,0.00002054534,0.000007036444,0.00001386347,0.0001207609,0.00004041648,0.0003692131,0.9981222,0.0006634272],"study_design_scores_gemma":[0.000276611,0.00001520901,0.001202928,0.0003179774,0.00002895519,0.00002542758,0.00006590645,0.0002846802,0.000225222,0.002017218,0.9955044,0.00003546917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000284409,0.00004350991,0.00003162305,0.00007346265,0.00002674697,0.000004403066,0.998713,0.0004810324,0.0005977475],"genre_scores_gemma":[0.000219946,0.00005755775,0.0001502308,0.00008393641,0.00001421326,0.0000474561,0.9983879,0.0002518487,0.0007868975],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7077294,"threshold_uncertainty_score":0.9777426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828431279139482,"score_gpt":0.2591244735069035,"score_spread":0.2308401607155087,"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."}}