{"id":"W4398423842","doi":"10.7910/dvn/pkjufn/tqheah","title":"FCC2003.256.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":[0.0004258527,0.0009914448,0.001028955,0.0004178511,0.0002004829,0.0003000096,0.002647475,0.0006499552,0.2231757],"category_scores_gemma":[0.001401318,0.001056849,0.0003184908,0.0008152078,0.0002707748,0.0006104971,0.001573567,0.001469696,0.9955938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115587,"about_ca_system_score_gemma":0.0004842489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007095843,"about_ca_topic_score_gemma":0.0003922076,"domain_scores_codex":[0.995288,0.00029869,0.0007350065,0.001513421,0.001214182,0.0009507746],"domain_scores_gemma":[0.9943516,0.0001299528,0.0005458607,0.004086887,0.0001419856,0.0007437748],"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":[0.0001945518,0.0001498576,0.000001949761,0.0002607144,0.0002632153,0.001290165,0.0000252229,0.000003608506,0.00008996682,0.00002695812,0.9976252,0.00006863006],"study_design_scores_gemma":[0.001080808,0.00008245495,0.00001166703,0.0001302897,0.0006049345,0.00005955088,0.00005864892,0.00002130984,0.00004089664,0.00001425543,0.996794,0.00110112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001667534,8.21015e-7,0.000009222113,0.000006842727,0.001306369,0.0006482081,0.9967726,0.000474003,0.0007802303],"genre_scores_gemma":[0.00000136377,0.0002097925,0.0004473997,0.001479599,0.001199079,0.00006148231,0.9959004,0.0002577304,0.0004431385],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7724181,"threshold_uncertainty_score":0.9991882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247673236901295,"score_gpt":0.2551844532484137,"score_spread":0.2304171295582842,"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."}}