{"id":"W2804574165","doi":"10.7202/1045199ar","title":"À propos d’un design de proximité : l’ethnodesign","year":2018,"lang":"fr","type":"article","venue":"Les Cahiers des dix","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001278242,0.0003444118,0.0003787997,0.00007095656,0.003514419,0.0001682355,0.0005116411,0.0006261624,0.001187356],"category_scores_gemma":[0.0006138386,0.0003478204,0.0001968794,0.0008558857,0.01388925,0.0002979358,0.0000698703,0.0004766563,0.0006204167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658779,"about_ca_system_score_gemma":0.0003407377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008169593,"about_ca_topic_score_gemma":0.002344858,"domain_scores_codex":[0.996478,0.0009890812,0.0003262689,0.0004634915,0.0004906146,0.001252607],"domain_scores_gemma":[0.9986386,0.0003375715,0.0001554746,0.0002379898,0.0002832577,0.0003471175],"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":[0.00005278085,0.000256163,0.001162792,0.00009549957,0.0002720032,0.00005266971,0.3168246,0.000008581894,0.0002994086,0.4330603,0.04551729,0.2023978],"study_design_scores_gemma":[0.0006539312,0.0008922469,0.001862429,0.0002139146,0.000265664,0.000009586315,0.021093,0.0005183271,0.004079996,0.2504722,0.718996,0.0009426868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2861672,0.09986055,0.2574614,0.01299327,0.008551559,0.002951996,0.0000481337,0.0007997885,0.3311661],"genre_scores_gemma":[0.6577281,0.004294297,0.05181284,0.001278106,0.00405202,0.0001293721,0.000002989735,0.00008307115,0.2806192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6734787,"threshold_uncertainty_score":0.9998974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05563410526727802,"score_gpt":0.2634173544096698,"score_spread":0.2077832491423918,"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."}}