{"id":"W4417429701","doi":"10.3917/pour.251.0085","title":"La « gestion créative » : jardiner le paysage","year":2025,"lang":"fr","type":"article","venue":"Pour","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Context (archaeology); Ethnography; Field (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004514083,0.0001072728,0.0001722209,0.00003452725,0.0005435622,0.0000528097,0.0001233258,0.0001864531,0.000277511],"category_scores_gemma":[0.0005029595,0.000110052,0.00009154266,0.0004530834,0.0005601078,0.0001158545,0.00006065855,0.0002025566,0.0002765317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714179,"about_ca_system_score_gemma":0.0003067543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02096227,"about_ca_topic_score_gemma":0.003905141,"domain_scores_codex":[0.9988426,0.0004314382,0.0001289538,0.0001728856,0.0001585375,0.0002655849],"domain_scores_gemma":[0.999353,0.0003698067,0.00004699064,0.00007127687,0.0001059353,0.00005299382],"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":[0.000002296857,0.00007028229,0.0009752697,0.00001574426,0.00006068078,0.000005340311,0.01414588,0.000004823359,0.00001182918,0.7076777,0.2228522,0.05417804],"study_design_scores_gemma":[0.0002121667,0.00000960565,0.02676698,0.00009472568,0.0000407268,1.433216e-7,0.00835548,0.00006040065,0.00002649501,0.05012507,0.9141942,0.0001140302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005890098,0.02942846,0.00114909,0.09556928,0.002234404,0.0001170907,0.00001047232,0.00005670565,0.8655444],"genre_scores_gemma":[0.5951566,0.001537057,0.0001352941,0.000357802,0.0004260234,0.00001205676,0.000001092524,0.000004673897,0.4023695],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.691342,"threshold_uncertainty_score":0.9855572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134907521624103,"score_gpt":0.2833467649969938,"score_spread":0.2519976897807528,"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."}}