{"id":"W4398922595","doi":"10.7910/dvn/v1rjpf/rieujs","title":"blc20151009_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":[0.001605996,0.003427765,0.002603954,0.005892295,0.001504221,0.005748123,0.004982925,0.004086478,0.3503845],"category_scores_gemma":[0.01146332,0.001323389,0.00183915,0.01125133,0.0008639288,0.003420502,0.00398774,0.002552382,0.3889583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662674,"about_ca_system_score_gemma":0.003256696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03908987,"about_ca_topic_score_gemma":0.05371734,"domain_scores_codex":[0.998585,0.0002816816,0.0001349541,0.0004390211,0.000263627,0.0002956768],"domain_scores_gemma":[0.9959085,0.001287319,0.0003485263,0.0009539921,0.001020276,0.0004813746],"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":[0.00003328178,0.000006392332,0.0001500839,0.000481577,0.00001704144,0.00000593949,0.00001220679,0.00009509248,0.00003352304,0.000351291,0.9982417,0.0005717961],"study_design_scores_gemma":[0.0002951794,0.0000150291,0.001131315,0.0004092536,0.00002816969,0.00002216863,0.00006177156,0.0002128333,0.0001818527,0.001784717,0.9958247,0.00003304577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001855771,0.00004065505,0.00002174901,0.00006862821,0.00002192034,0.000003799033,0.9989538,0.0003014804,0.000569397],"genre_scores_gemma":[0.0001741255,0.0000580331,0.0001049898,0.00009058407,0.00001253298,0.00004325856,0.9985159,0.0002074515,0.0007931122],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6496155,"threshold_uncertainty_score":0.9265977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576848769749682,"score_gpt":0.257056662896551,"score_spread":0.2312881751990542,"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."}}