{"id":"W4398309527","doi":"10.7910/dvn/pkjufn/acywxw","title":"FCC2003.181.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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00143882,0.003252677,0.001851246,0.005043756,0.001234032,0.004011966,0.004348902,0.003247761,0.1618079],"category_scores_gemma":[0.008312964,0.000991941,0.00167273,0.008367842,0.0007167312,0.002412651,0.002556798,0.002121798,0.2332004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002194197,"about_ca_system_score_gemma":0.002697569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04545129,"about_ca_topic_score_gemma":0.0695092,"domain_scores_codex":[0.9986683,0.0002769566,0.0001287824,0.000399075,0.0002590229,0.0002677501],"domain_scores_gemma":[0.9969817,0.0006948523,0.0002323339,0.0009369111,0.0008094252,0.0003447042],"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":[0.00003074436,0.000008427057,0.0001466866,0.0002518823,0.000014055,0.000006533578,0.000008506316,0.000122415,0.00003590102,0.0002791118,0.998404,0.0006918482],"study_design_scores_gemma":[0.0002763086,0.00002140359,0.001547623,0.0002918893,0.00002721588,0.00003589829,0.00006481306,0.0005209043,0.0002870717,0.001516524,0.9953773,0.00003308708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005098446,0.00005029455,0.00003392658,0.00006866639,0.00003043922,0.000005100038,0.9984846,0.0005135142,0.0007625766],"genre_scores_gemma":[0.0002295882,0.00003801888,0.0001194773,0.000055079,0.000009712967,0.00002853752,0.9987741,0.0001362953,0.0006093215],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8381921,"threshold_uncertainty_score":0.5413014,"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."}}