{"id":"W4398618799","doi":"10.7910/dvn/pkjufn/hjybam","title":"FCC2002.126.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; Geography; 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":[0.001408178,0.003134159,0.001828923,0.004882588,0.001172031,0.003942975,0.004159496,0.003134478,0.166842],"category_scores_gemma":[0.007948755,0.0009422613,0.001525193,0.008672632,0.0006723278,0.00230439,0.002445009,0.001966679,0.2438044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002119234,"about_ca_system_score_gemma":0.002646723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04277651,"about_ca_topic_score_gemma":0.06785278,"domain_scores_codex":[0.9986812,0.0002822283,0.0001245655,0.0003935215,0.0002579067,0.0002606198],"domain_scores_gemma":[0.9971036,0.0006615081,0.0002267834,0.0008688004,0.0008003776,0.000338781],"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":[0.00003006654,0.000008387829,0.0001457532,0.000256033,0.00001334709,0.000006777387,0.000008209277,0.0001172399,0.00003728878,0.0002617454,0.9984081,0.0007069693],"study_design_scores_gemma":[0.0002535688,0.00002129144,0.001510937,0.0002888907,0.00002597211,0.0000351358,0.0000604017,0.000476496,0.0002801672,0.00134848,0.9956678,0.00003071809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005188173,0.00005157248,0.00003333537,0.00006453259,0.00002782426,0.000005122194,0.9984648,0.0004822942,0.0008186956],"genre_scores_gemma":[0.000217264,0.00003630199,0.0001102086,0.00005139041,0.000008768968,0.00002700278,0.9988196,0.0001257126,0.0006036079],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.833158,"threshold_uncertainty_score":0.5581421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500825657205191,"score_gpt":0.253556626914746,"score_spread":0.2285483703426941,"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."}}