{"id":"W4414282031","doi":"10.5325/jinfopoli.15.2025.0010","title":"Remote and Indigenous Broadband","year":2025,"lang":"en","type":"article","venue":"Journal of Information Policy","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Government (linguistics); Broadband; Sustainability; Bridge (graph theory); Face (sociological concept)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005917606,0.00003520199,0.00008026177,0.0004296036,0.0002531323,0.0000892583,0.00009262053,0.00004555044,0.00001293594],"category_scores_gemma":[0.0004444234,0.00003076422,0.00003292777,0.0002976689,0.00006041719,0.0008765492,0.000007392714,0.0001291134,0.00000662204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007335883,"about_ca_system_score_gemma":0.0006335117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003764036,"about_ca_topic_score_gemma":0.00006783142,"domain_scores_codex":[0.9993943,0.0000486863,0.0002639422,0.00001510479,0.000154421,0.0001235468],"domain_scores_gemma":[0.9996179,0.0000505597,0.0001146086,0.00003162795,0.0001152631,0.00007007983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003482581,0.000008880977,0.00289453,0.00004691497,0.00003790055,0.000001103665,0.2222934,0.00006016999,0.00001855976,0.07173534,0.002019736,0.7008486],"study_design_scores_gemma":[0.0006851406,0.00005506143,0.03306206,0.00007645009,0.00001625978,0.00001840136,0.007253478,0.00003826125,0.00007814449,0.008745452,0.9498942,0.00007708417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3973048,0.0003481379,0.01150581,0.01519787,0.0002673388,0.0001271836,0.000003143067,0.00002541414,0.5752203],"genre_scores_gemma":[0.9958769,0.0006260406,0.0003286126,0.002309861,0.0002241508,1.189651e-7,3.303948e-7,0.000001139029,0.0006328161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9478745,"threshold_uncertainty_score":0.5690122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008405789917326698,"score_gpt":0.3317642331899575,"score_spread":0.3233584432726307,"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."}}