{"id":"W4398933296","doi":"10.7910/dvn/v1rjpf/ypejdp","title":"cbb20170130_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":[0.001626193,0.003783611,0.002651661,0.006046668,0.001554713,0.005969602,0.005542282,0.004185478,0.3333864],"category_scores_gemma":[0.01126925,0.00135744,0.001926313,0.01104034,0.000945729,0.00335049,0.004374419,0.002719777,0.3998249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622648,"about_ca_system_score_gemma":0.003236862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04318262,"about_ca_topic_score_gemma":0.0587896,"domain_scores_codex":[0.9986148,0.0002712159,0.0001250526,0.0004333649,0.0002624143,0.0002932059],"domain_scores_gemma":[0.9960603,0.001183306,0.0003118031,0.0009674306,0.0009692703,0.0005078905],"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":[0.00003283619,0.000006937563,0.0001408584,0.0004403089,0.00001647959,0.000006069261,0.00001239458,0.00009134466,0.00003700476,0.0003312213,0.9983212,0.0005632666],"study_design_scores_gemma":[0.0003134987,0.00001611957,0.001160538,0.0004124369,0.00002793895,0.00002489347,0.00006840616,0.0002529295,0.0002083376,0.00179704,0.9956828,0.00003495574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002348339,0.00004791037,0.00002593026,0.00007553239,0.00002593313,0.000004456511,0.9987903,0.0004111055,0.0005953779],"genre_scores_gemma":[0.0001889508,0.00005843973,0.0001192041,0.00009063944,0.00001278402,0.00004592021,0.9984661,0.0002402202,0.0007778037],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6666136,"threshold_uncertainty_score":0.9508434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602673654332603,"score_gpt":0.2574904789633531,"score_spread":0.2314637424200271,"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."}}