{"id":"W4388709463","doi":"10.7202/1106660ar","title":"On Design for Rural Communities","year":2023,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Geography; Architectural engineering; Engineering","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":[0.002042664,0.0006187792,0.0003112704,0.0005956602,0.003461703,0.003843447,0.001030425,0.001853095,0.04165462],"category_scores_gemma":[0.003943234,0.0003924982,0.0003819879,0.000812672,0.003542145,0.003863596,0.003866652,0.001462748,0.003811183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072898,"about_ca_system_score_gemma":0.001886114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005206006,"about_ca_topic_score_gemma":0.009094168,"domain_scores_codex":[0.9981546,0.001199667,0.00003908538,0.0001566386,0.0003077304,0.0001424175],"domain_scores_gemma":[0.9986311,0.0005744439,0.00005747258,0.0002980708,0.0003125602,0.0001262433],"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":[0.00004695607,0.0000932064,0.0005194771,0.00020115,0.0000105566,0.000159065,0.007411631,0.003488843,0.001296397,0.8266094,0.02593256,0.1342308],"study_design_scores_gemma":[0.00002228744,0.00009552604,0.0004629161,0.0002433161,0.00001275549,0.0002018084,0.007532434,0.004977446,0.0007819577,0.3414835,0.6441709,0.000015118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02724419,0.004342378,0.2880434,0.01796056,0.0007965317,0.0002310134,0.0001017222,0.000741506,0.6605386],"genre_scores_gemma":[0.4807654,0.003533095,0.09998542,0.001941964,0.0001487653,0.0004987675,0.0001339492,0.0005098471,0.4124828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04165462,"threshold_uncertainty_score":0.1393486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642002690464417,"score_gpt":0.2337868216419089,"score_spread":0.1773667947372647,"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."}}