{"id":"W4417426511","doi":"10.3917/pour.251.0047","title":"Conditions de mise en place d’une approche précompétitive territoriale concernant les enjeux agricoles : retours d’expérience issus de travaux en Centre-Val de Loire","year":2025,"lang":"en","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":"Context (archaeology); State (computer science); Period (music); Public policy","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":[0.0005009295,0.0001662099,0.0002417774,0.00004467817,0.001050495,0.00007435553,0.0003700017,0.000196558,0.0001035069],"category_scores_gemma":[0.00137109,0.0001644641,0.0001119983,0.0002766071,0.0005203339,0.000102265,0.00006572619,0.0002413141,0.00001532341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104528,"about_ca_system_score_gemma":0.001368342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03593391,"about_ca_topic_score_gemma":0.01269985,"domain_scores_codex":[0.9981311,0.000525213,0.0001914821,0.0002780897,0.0002678124,0.0006062866],"domain_scores_gemma":[0.9986176,0.0008867765,0.00008984269,0.0001011577,0.0001292925,0.0001753267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004423993,0.000273237,0.01200012,0.00005852748,0.0001334304,0.00005815451,0.6100003,0.0001034025,0.00170154,0.1174948,0.2541649,0.003967388],"study_design_scores_gemma":[0.0008578831,0.00003856696,0.0171486,0.0002305411,0.00011157,0.000002819711,0.3513039,0.0002001819,0.002180494,0.0427608,0.5847644,0.0004001838],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.750262,0.00445566,0.001948299,0.05324303,0.002346145,0.001033415,0.0002098682,0.0003915004,0.18611],"genre_scores_gemma":[0.9745884,0.0009542864,0.0007733866,0.0003486463,0.001774135,0.00006726934,0.000008723124,0.00001139517,0.02147374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3305995,"threshold_uncertainty_score":0.9704859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837239730918702,"score_gpt":0.2930877077720129,"score_spread":0.2747153104628259,"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."}}