{"id":"W7105548594","doi":"10.60836/qjpb-0579","title":"Counting on connectivity: measuring digital inclusion for First Nations Australians","year":2025,"lang":"","type":"report","venue":"Analysis & Policy Observatory","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital inclusion; Inclusion (mineral); Closing (real estate); Digital divide; Measure (data warehouse); Digital media","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004417548,0.0004817202,0.0003359464,0.003952827,0.001686708,0.001813467,0.0009374213,0.0006775644,0.004404606],"category_scores_gemma":[0.01622714,0.0003138956,0.0004273405,0.005993392,0.0004850571,0.003144962,0.003742416,0.001093495,0.001894745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583871,"about_ca_system_score_gemma":0.003014611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1015756,"about_ca_topic_score_gemma":0.1034359,"domain_scores_codex":[0.9966699,0.001555334,0.0002014915,0.0002144563,0.001052362,0.0003063972],"domain_scores_gemma":[0.9879617,0.002176123,0.00170045,0.000783505,0.006138703,0.001239532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343979,0.0004437706,0.6310288,0.00086703,0.000129325,0.000153895,0.02499768,0.00187906,0.001125799,0.01098063,0.0708233,0.2574364],"study_design_scores_gemma":[0.00001013001,0.0003181567,0.9203858,0.0004737448,0.0000723821,0.0001017514,0.01729218,0.005190025,0.001246426,0.003755225,0.05110029,0.00005392443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8444782,0.0008228065,0.01425949,0.005019258,0.0002575793,0.001426834,0.02477836,0.0003209085,0.1086366],"genre_scores_gemma":[0.9209525,0.001372396,0.03047661,0.0007712378,0.0001087799,0.002839243,0.01772708,0.00007568549,0.02567647],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1015756,"threshold_uncertainty_score":0.2019687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100134734022065,"score_gpt":0.3497783801942686,"score_spread":0.2496436461722036,"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."}}