{"id":"W4398534477","doi":"10.7910/dvn/phwtp6/slkdtm","title":"blc20150927_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":"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":[0.001768824,0.003825994,0.002767086,0.006072253,0.001464768,0.00558249,0.005763382,0.004083971,0.3627159],"category_scores_gemma":[0.01184163,0.001373957,0.002002776,0.0112345,0.0009547914,0.003466242,0.004076736,0.002762808,0.4137225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251556,"about_ca_system_score_gemma":0.003388712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03821535,"about_ca_topic_score_gemma":0.05732941,"domain_scores_codex":[0.9984018,0.0003118516,0.0001549951,0.0004856739,0.0003067593,0.000338995],"domain_scores_gemma":[0.9956225,0.001361093,0.0003567664,0.001038264,0.00109048,0.0005309765],"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":[0.00002590783,0.000005730692,0.0001043831,0.0003762366,0.00001477498,0.000004872154,0.000009311213,0.00008796083,0.00002788989,0.0002641893,0.9985452,0.0005336684],"study_design_scores_gemma":[0.000300592,0.00001678984,0.001062963,0.0003957103,0.00002945702,0.0000254377,0.00005823837,0.0002749494,0.0001957751,0.00194097,0.9956616,0.00003748401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001980906,0.0000433519,0.00002560171,0.00007552488,0.00002579559,0.000004578438,0.9988521,0.0003812116,0.0005720581],"genre_scores_gemma":[0.0001588796,0.00005404808,0.0001107431,0.000087377,0.00001378058,0.00004566104,0.9985358,0.000219261,0.0007745273],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6372841,"threshold_uncertainty_score":0.9090084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626935225102213,"score_gpt":0.2566016716888961,"score_spread":0.230332319437874,"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."}}