{"id":"W4403638289","doi":"10.15353/joci.v20i2.5639","title":"A Community Informatics Research Network Vision Statement","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); Informatics; Data science; Computer science; Political 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":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.2434026,0.0001664238,0.000352869,0.0007972216,0.003301701,0.002630037,0.006385911,0.0000615698,0.0001092953],"category_scores_gemma":[0.004524153,0.00008926798,0.0001580358,0.002787895,0.0004769577,0.001908155,0.00425705,0.00429347,0.0005453989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759292,"about_ca_system_score_gemma":0.0002609605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001337301,"about_ca_topic_score_gemma":0.00007513293,"domain_scores_codex":[0.9825946,0.00808462,0.003857217,0.00001978306,0.004811498,0.0006323007],"domain_scores_gemma":[0.9786436,0.01584582,0.0009844701,0.002836505,0.001513474,0.0001761238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004036265,0.00009750127,0.00003278734,0.00008837367,0.00005887499,7.042436e-7,0.2560067,0.02525604,0.000002132783,0.001404318,0.626802,0.09021026],"study_design_scores_gemma":[0.0002188303,0.0004674011,0.000550885,0.0003502661,0.00003382971,0.00007604447,0.4797094,0.05444693,0.00001201502,0.0348818,0.4291493,0.0001033445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970114,0.0002779911,0.08040801,0.002625229,0.001887982,0.0002761136,0.00002044052,0.00005399934,0.01743886],"genre_scores_gemma":[0.9962031,0.0001539782,0.002222935,0.0005871394,0.0001303996,0.0000010705,0.00001075524,0.000009390335,0.0006811934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2388785,"threshold_uncertainty_score":0.99899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3454313700083567,"score_gpt":0.50257466053793,"score_spread":0.1571432905295733,"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."}}