{"id":"W4411993652","doi":"10.15353/cjds.v14i1.1213","title":"Accessing Community: Speaking With and Through Mobile Technology","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005349481,0.0001201028,0.000316067,0.000201434,0.0009432515,0.0001736635,0.001035958,0.00004441097,0.000001243274],"category_scores_gemma":[0.0004668091,0.00009440274,0.00002733118,0.0006396194,0.001624621,0.0005493377,0.0003385223,0.0005113552,3.150502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639946,"about_ca_system_score_gemma":0.0004785459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00305876,"about_ca_topic_score_gemma":0.06696309,"domain_scores_codex":[0.999096,0.0001979424,0.0002871802,0.00008938355,0.00009220871,0.0002373021],"domain_scores_gemma":[0.9984811,0.0004312043,0.0001305234,0.0005158272,0.00037614,0.00006522545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001134405,0.00006864488,0.7675206,0.000377528,0.0006522404,0.00004329408,0.0891268,0.00009698942,0.00001412572,0.05280529,0.0009443005,0.08833882],"study_design_scores_gemma":[0.001553458,0.001016846,0.2060591,0.00422772,0.0001659002,0.0006364197,0.3797167,0.00014387,0.001733441,0.3626033,0.04122738,0.0009157777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733579,0.007376479,0.006719917,0.01014566,0.0003395017,0.0001018466,0.000001416671,0.00002975981,0.001927546],"genre_scores_gemma":[0.9835612,0.00008021268,0.01598239,0.000334209,0.00001426049,0.000004982734,1.08331e-7,0.00000387827,0.00001877226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5614615,"threshold_uncertainty_score":0.9500624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05455154387198329,"score_gpt":0.3310959818157326,"score_spread":0.2765444379437493,"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."}}