{"id":"W4398956129","doi":"10.7910/dvn/v1rjpf/rdw8xf","title":"blc20150205_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":"Environmental 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":["insufficient_payload"],"category_scores_codex":[0.001655685,0.003711355,0.00260021,0.005593465,0.00150584,0.005454495,0.00524519,0.004168057,0.3106622],"category_scores_gemma":[0.01077054,0.001307681,0.001915792,0.01015473,0.0009370944,0.003319558,0.003961626,0.002675425,0.3711011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269243,"about_ca_system_score_gemma":0.003123932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03903032,"about_ca_topic_score_gemma":0.05625886,"domain_scores_codex":[0.9985698,0.0002922656,0.0001270736,0.0004438527,0.0002630672,0.0003039067],"domain_scores_gemma":[0.996283,0.001098815,0.000309334,0.0009246446,0.0009280458,0.0004561176],"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":[0.00003109382,0.000006917923,0.0001460134,0.0004071228,0.00001708606,0.000005801054,0.0000112626,0.0001045003,0.00003498523,0.0002997617,0.9983767,0.0005586292],"study_design_scores_gemma":[0.0003232272,0.00001807925,0.001225564,0.0003817551,0.00003063586,0.00002683393,0.00006669934,0.0002902033,0.0002260746,0.001921619,0.9954529,0.00003635072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002504565,0.00004826643,0.00002560855,0.00007972617,0.00002766659,0.000004466434,0.9988295,0.0003829024,0.0005768082],"genre_scores_gemma":[0.000190727,0.00005564794,0.000110199,0.00009036852,0.00001373914,0.00004296459,0.9985319,0.0001982495,0.0007661205],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6893378,"threshold_uncertainty_score":0.9832567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600608660492183,"score_gpt":0.2566288631112489,"score_spread":0.2306227765063271,"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."}}