{"id":"W4403638200","doi":"10.15353/joci.v20i2.5939","title":"Towards pluriversal community informatics","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":"University of Alberta","funders":"","keywords":"Informatics; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0499496,0.0007680463,0.0005532601,0.003838463,0.01775419,0.02501925,0.003931609,0.005164229,0.01123185],"category_scores_gemma":[0.03992822,0.0005862438,0.0006053013,0.00482116,0.03240185,0.02752202,0.05081958,0.007803733,0.001692817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009735235,"about_ca_system_score_gemma":0.03550417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687276,"about_ca_topic_score_gemma":0.0243429,"domain_scores_codex":[0.965026,0.02364689,0.0009216757,0.002979063,0.004711847,0.002714597],"domain_scores_gemma":[0.9457979,0.02284575,0.002086421,0.009540115,0.007004333,0.01272543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003873628,0.0001093312,0.003349585,0.0003426334,0.00002034348,0.0002724283,0.1385482,0.0004366025,0.0006470834,0.7471302,0.0110447,0.09806008],"study_design_scores_gemma":[0.00001621367,0.00005096561,0.001261756,0.0005597027,0.000009416018,0.0002308018,0.1120911,0.0009405492,0.0006670039,0.266062,0.6180695,0.00004097894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1265156,0.005057779,0.27503,0.09162962,0.001857174,0.001078312,0.0002756262,0.0009490917,0.4976069],"genre_scores_gemma":[0.8561432,0.002019606,0.08777713,0.004804511,0.0003638849,0.0008202212,0.0005262729,0.0003835331,0.04716172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0499496,"threshold_uncertainty_score":0.2641619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1611889939395386,"score_gpt":0.3910184837803005,"score_spread":0.2298294898407619,"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."}}