{"id":"W6925873811","doi":"10.18739/a2g737563","title":"Impact of Arctic Internet Connectivity in Ulukhaktok, Northwest Territories, Canada, 2022-2023","year":2024,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Arctic; Upload; Internet access; Identifier; Internet research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120293,0.0004925131,0.0006936984,0.0002300946,0.00001687103,0.00006475417,0.0004666625,0.0002896947,0.001315719],"category_scores_gemma":[0.00004834115,0.0004324358,0.0001920561,0.0003350014,0.00004908695,0.00008724503,0.0001929538,0.0009726604,0.0000904505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326453,"about_ca_system_score_gemma":0.000679876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9813092,"about_ca_topic_score_gemma":0.99032,"domain_scores_codex":[0.998248,0.00003946302,0.0005253628,0.000401396,0.0003185501,0.0004672237],"domain_scores_gemma":[0.9990549,0.00008897745,0.00006544346,0.000607752,0.00004602917,0.0001368665],"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":[0.00002336087,0.00002097698,0.01561211,0.0007987519,0.0001567035,0.0002860983,0.00003963372,0.0001016232,0.000102698,3.6636e-7,0.9820124,0.0008452696],"study_design_scores_gemma":[0.0003573998,0.0002063677,0.06458337,0.0009152445,0.0002685711,0.00005632628,0.00004849506,0.001008766,0.000157999,0.000004428963,0.93151,0.0008830886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2348626,0.002363414,3.699381e-7,0.000007590651,0.002283222,0.0002052194,0.7602025,0.0000428827,0.00003219186],"genre_scores_gemma":[0.4300403,0.0003269594,0.000002819563,0.000009845597,0.0003069027,0.00004273863,0.5691489,0.00005566133,0.00006583337],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1951777,"threshold_uncertainty_score":0.9998127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008774773695771513,"score_gpt":0.2285545472781138,"score_spread":0.2197797735823423,"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."}}