{"id":"W2611787180","doi":"10.15353/joci.v13i1.3299","title":"Community design: a collaborative approach for social integration","year":2017,"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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Proactivity; Flexibility (engineering); Action research; Knowledge management; Relevance (law); Set (abstract data type); Local community; Process management; Public relations; Action (physics); Business; Computer science; Political science; Sociology; Psychology; Management; Pedagogy","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":[0.02799843,0.00130885,0.0007891711,0.006019181,0.01481184,0.01283994,0.004661309,0.003719504,0.01100389],"category_scores_gemma":[0.02302567,0.0009154301,0.001210514,0.003025946,0.02444486,0.009547357,0.02277003,0.002711783,0.0013504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005857678,"about_ca_system_score_gemma":0.01251464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005232469,"about_ca_topic_score_gemma":0.009907166,"domain_scores_codex":[0.9543855,0.03916025,0.0006803533,0.002256438,0.002398648,0.001118712],"domain_scores_gemma":[0.979906,0.0118106,0.0009045159,0.003693246,0.001426513,0.002259068],"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":[0.0001166862,0.0005838338,0.004365634,0.001387757,0.0001331175,0.001642939,0.2413495,0.004053924,0.002997862,0.5283081,0.008919119,0.2061416],"study_design_scores_gemma":[0.0002062377,0.0005051692,0.001895243,0.00139227,0.0001213899,0.001705251,0.1091891,0.01099463,0.001954263,0.3625778,0.5093266,0.0001320693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02989964,0.00120927,0.8226942,0.008421173,0.000401796,0.00340972,0.00007775083,0.0006303745,0.133256],"genre_scores_gemma":[0.4008316,0.0006581832,0.5737748,0.0007837848,0.000100196,0.003536724,0.0001024853,0.000246,0.01996619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02799843,"threshold_uncertainty_score":0.1480716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121867733287072,"score_gpt":0.315790953472992,"score_spread":0.19392322018592,"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."}}