{"id":"W4398498277","doi":"10.7910/dvn/pkjufn/z2bin7","title":"FCC2003.017.ran","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":"Ran; Computer science; Computer network","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004312381,0.0009886537,0.001026473,0.0004126406,0.0001695496,0.0003090885,0.002697201,0.0006485287,0.2209081],"category_scores_gemma":[0.001428909,0.001055309,0.0003178804,0.0007797874,0.0002729498,0.0006166211,0.001610755,0.001466657,0.9955033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090096,"about_ca_system_score_gemma":0.0004808372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006774463,"about_ca_topic_score_gemma":0.0003995008,"domain_scores_codex":[0.9953102,0.0002939951,0.0007256499,0.001512435,0.00120874,0.0009490009],"domain_scores_gemma":[0.994257,0.0001283219,0.0005561921,0.004175473,0.0001412059,0.0007417877],"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":[0.0001915244,0.0001460708,0.000001976701,0.0002556748,0.0002647795,0.001386196,0.00002569432,0.00000264608,0.0001130613,0.00002396348,0.9975237,0.00006475362],"study_design_scores_gemma":[0.001071698,0.00008156054,0.000009916679,0.0001315657,0.0006102134,0.00006285678,0.00005565652,0.00002055564,0.00004669387,0.00001360639,0.9967963,0.001099372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001771582,7.93204e-7,0.000008507581,0.00000677141,0.001311987,0.0006476206,0.9967179,0.0004841686,0.0008204835],"genre_scores_gemma":[0.000001406543,0.0002092531,0.0004384765,0.001487202,0.001182618,0.00006127522,0.9960019,0.0002607035,0.0003571473],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7745952,"threshold_uncertainty_score":0.9991897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522007899251934,"score_gpt":0.2564162997705671,"score_spread":0.2311962207780478,"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."}}