{"id":"W4398804188","doi":"10.7910/dvn/v1rjpf/uj5hm5","title":"cbb20150227_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","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":[0.001617142,0.003734679,0.002665596,0.006105832,0.001677525,0.006106799,0.005701962,0.004331204,0.3417355],"category_scores_gemma":[0.01163881,0.001347259,0.001976067,0.01140458,0.0009921073,0.003319089,0.00448087,0.002801063,0.3959279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002747996,"about_ca_system_score_gemma":0.003407033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0454913,"about_ca_topic_score_gemma":0.06401743,"domain_scores_codex":[0.9985739,0.000274627,0.0001346201,0.0004521666,0.0002635818,0.0003010593],"domain_scores_gemma":[0.9958531,0.001262113,0.0003269825,0.001004963,0.001027325,0.0005256229],"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":[0.00003230938,0.000007037215,0.000142206,0.0004855776,0.00001704087,0.000006318619,0.00001365024,0.00008811629,0.00003897144,0.0003384716,0.9982734,0.0005569044],"study_design_scores_gemma":[0.000314482,0.00001583392,0.001158474,0.0004454524,0.00002965521,0.00002529971,0.00007401365,0.0002295366,0.0002045852,0.001831118,0.995636,0.00003549125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002380885,0.00004866311,0.00002445817,0.00007632068,0.00002669325,0.000004549853,0.9988291,0.000368664,0.0005978212],"genre_scores_gemma":[0.0001911625,0.00006123631,0.0001219459,0.00009597893,0.00001279416,0.00004843733,0.9984269,0.0002297622,0.0008117585],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6582645,"threshold_uncertainty_score":0.9389344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617093241267959,"score_gpt":0.2572009340663238,"score_spread":0.2310300016536442,"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."}}