{"id":"W4398940407","doi":"10.7910/dvn/v1rjpf/htms6b","title":"ykc20171117_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":[0.001477332,0.003918399,0.002672462,0.005324156,0.001500969,0.005348147,0.005203223,0.004321775,0.3064855],"category_scores_gemma":[0.009791243,0.001272403,0.002022272,0.009588151,0.0009393615,0.003281143,0.004109582,0.002532335,0.3749491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002385532,"about_ca_system_score_gemma":0.003124784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03455554,"about_ca_topic_score_gemma":0.04904072,"domain_scores_codex":[0.9986859,0.0002623104,0.0001232394,0.0004206481,0.0002306564,0.0002772804],"domain_scores_gemma":[0.9966917,0.00103423,0.0002617701,0.0007956824,0.0008058121,0.0004108305],"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":[0.00003968282,0.000008329044,0.0001742857,0.0005753015,0.0000201598,0.00000860011,0.00001557354,0.0001230282,0.00004943771,0.0003480709,0.9980135,0.0006239749],"study_design_scores_gemma":[0.0003620436,0.00002014443,0.001269023,0.0004349113,0.0000345291,0.00003214098,0.00008012745,0.0002941929,0.0002508293,0.00188467,0.9952965,0.00004094157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002742237,0.0000501404,0.00002785458,0.00006769795,0.00002699179,0.000004934329,0.9988781,0.0003794943,0.0005373791],"genre_scores_gemma":[0.0001811125,0.00005881937,0.000117012,0.00007776332,0.00001123234,0.00004603911,0.9986296,0.0001932166,0.0006853064],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6935145,"threshold_uncertainty_score":0.9892142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653781912315487,"score_gpt":0.2584455024834895,"score_spread":0.2319076833603347,"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."}}