{"id":"W4315631794","doi":"10.15353/joci.v18i2.4806","title":"Towards a connected commonwealth","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Commonwealth; Broadband; Corporate governance; The Internet; Public administration; Business; General partnership; Internet access; Public relations; Political science; Telecommunications; Finance; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003071311,0.0002014524,0.0001721649,0.001740432,0.009821404,0.01065164,0.001167589,0.001577756,0.008210513],"category_scores_gemma":[0.007473341,0.0003027745,0.0003294334,0.001463856,0.006834392,0.007555932,0.01842039,0.002328518,0.001139213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005940588,"about_ca_system_score_gemma":0.01676995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04832841,"about_ca_topic_score_gemma":0.08405115,"domain_scores_codex":[0.9961026,0.001520881,0.0000881501,0.0005379443,0.0005418199,0.001208625],"domain_scores_gemma":[0.9953069,0.000583036,0.0003243348,0.0004070364,0.001044149,0.002334521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003507406,0.0001002935,0.02637439,0.00008166941,0.00002508651,0.0007737512,0.0657004,0.0005471361,0.001077197,0.7950611,0.04229033,0.06793366],"study_design_scores_gemma":[0.00001164759,0.00006654633,0.01081845,0.0002556805,0.00001631292,0.000242574,0.07605577,0.0005786039,0.000400882,0.05663487,0.8548877,0.00003102351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5018449,0.001478097,0.02313832,0.07289558,0.0007910703,0.0001981251,0.0001683847,0.0002676901,0.3992178],"genre_scores_gemma":[0.9302465,0.0006196201,0.005191111,0.007173154,0.00005915087,0.00008412415,0.00009796429,0.00008653699,0.05644183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04832841,"threshold_uncertainty_score":0.09609419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970985666652235,"score_gpt":0.2703843334834405,"score_spread":0.2406744768169181,"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."}}