{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00139181,0.0002624255,0.0003197877,0.0004604056,0.0008944537,0.0001112935,0.0004179209,0.0002885298,0.0002575579],"category_scores_gemma":[0.0003873115,0.0003100114,0.0001056933,0.001119397,0.0003139122,0.0003572745,0.0001978004,0.0003716004,0.001606961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860673,"about_ca_system_score_gemma":0.00006475704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381126,"about_ca_topic_score_gemma":0.004289154,"domain_scores_codex":[0.9984861,0.00004479456,0.0003237383,0.0001715263,0.00008464022,0.0008891946],"domain_scores_gemma":[0.9988734,0.0003463697,0.0001738305,0.0003110619,0.0002700892,0.00002523966],"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":[0.00004128521,0.00003940666,0.0003392306,0.0003839201,0.0001003915,0.00002287308,0.001332389,0.0002044668,0.00001183052,0.7935361,0.1704265,0.03356162],"study_design_scores_gemma":[0.0005054147,0.00006357034,0.001340153,0.0004544664,0.00005936601,0.000004109131,0.01099919,0.004835546,0.00004851846,0.09681327,0.884433,0.00044338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009689,0.0007234238,0.004561614,0.05325917,0.009963478,0.002208866,0.000114726,0.0007520389,0.02744779],"genre_scores_gemma":[0.865117,0.0001289237,0.001169894,0.00398765,0.001098408,0.000425344,0.0006475783,0.00009026676,0.127335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7140065,"threshold_uncertainty_score":0.9999352,"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."}}