{"id":"W4398518442","doi":"10.7910/dvn/phwtp6/msh43t","title":"blc20170707_03.txt","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":[0.001714364,0.003834563,0.002674195,0.005896287,0.0013906,0.00538693,0.005583128,0.003963138,0.3534161],"category_scores_gemma":[0.01142746,0.001359485,0.001976497,0.01090696,0.0009046372,0.003363825,0.003920992,0.002741084,0.4107761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425297,"about_ca_system_score_gemma":0.003248768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03793087,"about_ca_topic_score_gemma":0.05632631,"domain_scores_codex":[0.9984633,0.0002998738,0.0001447214,0.0004675313,0.0002959672,0.0003286369],"domain_scores_gemma":[0.9958295,0.001295962,0.0003367255,0.0009978577,0.001029211,0.0005106984],"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":[0.00002574927,0.000005703228,0.0001034117,0.0003540181,0.00001444044,0.000004701703,0.000008979852,0.00008752027,0.00002824387,0.0002543898,0.9985745,0.0005383324],"study_design_scores_gemma":[0.0002988345,0.0000167778,0.001081572,0.000374318,0.0000285973,0.00002437682,0.00005607319,0.0002835615,0.0001997917,0.001892569,0.9957072,0.00003631644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000198766,0.00004184191,0.00002581589,0.00007309519,0.0000254141,0.000004364907,0.998852,0.0004000625,0.0005574108],"genre_scores_gemma":[0.0001577143,0.00005207795,0.0001111274,0.00008483038,0.00001367137,0.00004392045,0.9985545,0.000221178,0.0007609297],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6465839,"threshold_uncertainty_score":0.9222735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616656682082275,"score_gpt":0.2573040078554614,"score_spread":0.2311374410346387,"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."}}