{"meta":{"query_hash":"6e11eb560eaf","filters":{"venue":"Communication, politics & culture"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6e11eb560eaf","api":"https://metacan.xera.ac/api/v1/cohort?venue=Communication%2C+politics+%26+culture"},"results":[{"id":"W2218697551","doi":"","title":"A Map of Broadband Availability in Canada's Indigenous and Northern Communities: Access, Management Models, and Digital Divides (Circa 2009)","year":2010,"lang":"en","type":"article","venue":"Communication, politics & culture","topic":"ICT Impact and Policies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Geography; Census; Framing (construction); Broadband; Context (archaeology); Environmental resource management; Regional science; Telecommunications; Sociology; Computer science; Population; Archaeology; Ecology","score_opus":0.013214334163480368,"score_gpt":0.23001875961932533,"score_spread":0.21680442545584497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218697551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99032205,0.0033458564,0.000023585773,0.00013856862,0.000036742284,0.00019555111,0.00026652133,0.00003540278,0.0056356983],"genre_scores_gemma":[0.99814224,0.001373435,0.00009433193,0.00008124657,0.000013795031,0.000012782295,0.00010858094,0.000018434357,0.00015513605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930644,0.000033114236,0.00025633106,0.000048118134,0.00010851115,0.00024750532],"domain_scores_gemma":[0.9989971,0.000075441676,0.000047465554,0.0007078189,0.00007959634,0.000092570306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008994676,0.00015426963,0.00018850576,0.00005739043,0.0001398162,0.00012002157,0.0004921179,0.00007622709,0.00001242642],"category_scores_gemma":[0.0000091226975,0.00014732273,0.000016597009,0.00006920443,0.00018477793,0.0003077196,0.0002479671,0.0003271578,8.6089557e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007856954,0.000119807184,0.8235829,0.0010217344,0.00015437286,0.0000011388672,0.15895385,0.0023714812,0.00005936396,0.007580483,0.0036617743,0.0024852825],"study_design_scores_gemma":[0.0017289376,0.00006507641,0.78361166,0.00040483734,0.00012904796,0.00005583844,0.05810785,0.009412178,0.0004256454,0.037211042,0.10745819,0.0013897214],"about_ca_topic_score_codex":0.42012316,"about_ca_topic_score_gemma":0.85671127,"teacher_disagreement_score":0.43658814,"about_ca_system_score_codex":0.00010429482,"about_ca_system_score_gemma":0.00009775796,"threshold_uncertainty_score":0.60076463},"labels":[],"label_agreement":null}]}