{"id":"W4385414045","doi":"10.59876/a-hayc-q1ha","title":"Le design thinking participatif, fortement et durablement créateur de valeur publique ? Le cas de la médiathèque de Lezoux","year":2023,"lang":"en","type":"article","venue":"Management international","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Helpfulness; Design thinking; Sociology; Multiculturalism; Welfare economics; Business; Computer science; Psychology; Social psychology; Pedagogy; Economics","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":[0.02462028,0.0007943677,0.0003910137,0.002351509,0.004958319,0.0195363,0.001343266,0.002807395,0.008704058],"category_scores_gemma":[0.0246466,0.0005351815,0.0007993074,0.00180061,0.02271433,0.01250816,0.00539965,0.002575015,0.001437464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006575201,"about_ca_system_score_gemma":0.009665541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005523515,"about_ca_topic_score_gemma":0.005251665,"domain_scores_codex":[0.9749117,0.01891403,0.0003566719,0.001218897,0.003635655,0.0009631157],"domain_scores_gemma":[0.9716774,0.0194422,0.001754381,0.003477668,0.002231963,0.001416406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001950128,0.0002098845,0.006521833,0.0008864888,0.00008091793,0.0004564494,0.1249103,0.00113139,0.002464663,0.7086986,0.007327566,0.1471168],"study_design_scores_gemma":[0.0002109764,0.0003951654,0.006668299,0.00155882,0.0001312881,0.0007495754,0.1173163,0.002876103,0.004520165,0.2833561,0.5820834,0.0001338626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2639484,0.008816425,0.1069229,0.09752104,0.002076159,0.0004537006,0.0001555368,0.0005030847,0.5196027],"genre_scores_gemma":[0.9469586,0.002222798,0.01967163,0.002105919,0.0003212376,0.0003117731,0.00004768395,0.0001728024,0.02818755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02462028,"threshold_uncertainty_score":0.130206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06288111028519901,"score_gpt":0.3380469847284673,"score_spread":0.2751658744432683,"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."}}