{"id":"W4399006667","doi":"10.7910/dvn/v1rjpf/tonjba","title":"blc20150107_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; 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":[0.001720127,0.003768726,0.00261541,0.005695205,0.001559022,0.005633251,0.005225822,0.004254573,0.3199201],"category_scores_gemma":[0.01126953,0.00132248,0.001929381,0.0103017,0.0009610229,0.003417748,0.004102512,0.002694601,0.3943667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650013,"about_ca_system_score_gemma":0.00316834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03563369,"about_ca_topic_score_gemma":0.05175908,"domain_scores_codex":[0.9985029,0.0003064543,0.0001361632,0.0004648513,0.0002790618,0.0003107088],"domain_scores_gemma":[0.9960343,0.001176694,0.0003184939,0.001006079,0.0009766341,0.000487892],"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":[0.00003186664,0.000007098206,0.0001413436,0.0004181274,0.00001653385,0.000005802583,0.00001162536,0.00009635739,0.00003645061,0.0003004707,0.998376,0.0005581902],"study_design_scores_gemma":[0.0003251724,0.00001832018,0.001161959,0.0003850202,0.0000296053,0.00002678243,0.00006707952,0.0002740656,0.0002258605,0.001880935,0.9955694,0.00003580762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000024853,0.0000489451,0.00002710367,0.00008116501,0.00002794025,0.0000046507,0.9987697,0.000414292,0.0006013204],"genre_scores_gemma":[0.0001830385,0.00005581933,0.000112921,0.00009062767,0.00001324203,0.00004443359,0.9985344,0.0002111477,0.0007543847],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6800799,"threshold_uncertainty_score":0.9700515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610725654614975,"score_gpt":0.2564073513500296,"score_spread":0.2303000948038798,"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."}}