{"id":"W1509929160","doi":"10.15353/joci.v10i1.2672","title":"An Inquiry into Community Members’ Use and Attitudes toward Technology in Mishkeegogamang Tepacimowin Networks","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Information and Communications Technology; Public relations; Variety (cybernetics); Sociology; Informatics; Political science; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007726309,0.0001586994,0.0003118438,0.0005140651,0.0008958423,0.0001559364,0.001183533,0.0002492076,0.000004618908],"category_scores_gemma":[0.0007469141,0.0001181926,0.00003066561,0.0007317074,0.0007142868,0.001867385,0.0007754325,0.002955469,0.000002970073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005987521,"about_ca_system_score_gemma":0.00001934261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004557525,"about_ca_topic_score_gemma":0.0003664667,"domain_scores_codex":[0.9984937,0.0004066948,0.0007053232,0.00001384817,0.0001690324,0.0002114529],"domain_scores_gemma":[0.9980521,0.0004535877,0.0006741727,0.000478641,0.0003300891,0.00001144935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003046109,0.0009712082,0.2668151,0.0007452479,0.0002994266,0.000002293704,0.5575825,0.00329869,0.0001020416,0.1105903,0.002507367,0.05678125],"study_design_scores_gemma":[0.001577278,0.0002378953,0.25095,0.0003175315,0.0001056487,0.00005086743,0.6338739,0.008814671,0.0001245466,0.09682446,0.006632803,0.0004903906],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889687,0.00002352019,0.008989424,0.0008834161,0.0001595302,0.0001113185,1.501144e-7,0.00004764603,0.0008163502],"genre_scores_gemma":[0.9965333,0.00004747539,0.00138146,0.001913983,0.0001029759,0.000002260975,0.000005932479,0.00001019513,0.000002432227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0762914,"threshold_uncertainty_score":0.9993448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06200685422893241,"score_gpt":0.2901678639033186,"score_spread":0.2281610096743862,"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."}}