{"id":"W4398419228","doi":"10.7910/dvn/pkjufn/1lxhiv","title":"FCC2003.203.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":[0.001394306,0.003123604,0.001770352,0.004636819,0.00125394,0.004304897,0.004155986,0.00328816,0.1697722],"category_scores_gemma":[0.008697428,0.0009802305,0.001656847,0.008364812,0.0006873528,0.00249532,0.002578361,0.002165268,0.2424612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231601,"about_ca_system_score_gemma":0.002897815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.059692,"about_ca_topic_score_gemma":0.08980816,"domain_scores_codex":[0.9986753,0.0002680371,0.0001305097,0.0003748796,0.0002682797,0.0002831217],"domain_scores_gemma":[0.9966848,0.000759527,0.0002428198,0.0009696903,0.0009713215,0.0003717275],"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":[0.00002722415,0.000007196621,0.0001356646,0.000211981,0.0000119308,0.000005693984,0.000007621871,0.0001046754,0.00002757576,0.0002686612,0.9985772,0.0006144796],"study_design_scores_gemma":[0.0002549739,0.00001791045,0.001479232,0.0003056928,0.00002379529,0.00002991671,0.00006621115,0.0004953142,0.0002587828,0.001492186,0.9955449,0.00003117721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004073547,0.00003855952,0.00002725654,0.00006723578,0.00002863752,0.000004298621,0.9985169,0.0004763723,0.0008000903],"genre_scores_gemma":[0.0002176475,0.00003354793,0.0001181112,0.00006098271,0.000009279967,0.00002535726,0.9987207,0.0001503772,0.0006639539],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8302278,"threshold_uncertainty_score":0.5679446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511097602950324,"score_gpt":0.2557723001517446,"score_spread":0.2306613241222414,"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."}}