{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1143605,0.001514628,0.0009410428,0.003271612,0.01468823,0.03109414,0.005082894,0.02486595,0.008811772],"category_scores_gemma":[0.08904704,0.001352669,0.001416204,0.002262132,0.01049007,0.01489097,0.02527552,0.03343039,0.005948105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01541896,"about_ca_system_score_gemma":0.1246489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008396541,"about_ca_topic_score_gemma":0.00808926,"domain_scores_codex":[0.9362405,0.02824184,0.00560102,0.004957072,0.01918606,0.005773607],"domain_scores_gemma":[0.8823495,0.03696067,0.007284679,0.008445307,0.03431763,0.03064226],"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":[0.00005884853,0.0002446318,0.0007852265,0.0006806127,0.00001294558,0.0006764535,0.005541681,0.001275626,0.001667925,0.5641249,0.3651282,0.05980292],"study_design_scores_gemma":[0.0000146862,0.0000748479,0.0003644692,0.0007405326,0.000005380719,0.0002766988,0.002434397,0.0007126853,0.0003450683,0.03989382,0.9550735,0.00006389656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005032332,0.005462422,0.06490516,0.7166384,0.03248703,0.003270238,0.0008142013,0.0005587637,0.1708314],"genre_scores_gemma":[0.1156641,0.009748244,0.2812659,0.2326179,0.01052124,0.01106178,0.00382645,0.0008231907,0.3344711],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1143605,"threshold_uncertainty_score":0.6048035,"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."}}