{"id":"W4407266507","doi":"10.4000/13a8l","title":"Perceptions et pratiques de gestion forestière en site Natura 2000 en France : Une approche par photos-questionnaire","year":2024,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"LabEx COTE; Université de Bordeaux; Agence Nationale de la Recherche","keywords":"Natura 2000; Geography; Forestry; Biodiversity; Ecology","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":[0.008560658,0.0004721777,0.000357413,0.001449583,0.0009469534,0.001421136,0.000598423,0.0008552537,0.004054977],"category_scores_gemma":[0.008192721,0.0002867021,0.0006007141,0.0007477511,0.0007885142,0.00109556,0.0009945253,0.0006890564,0.0005188467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980494,"about_ca_system_score_gemma":0.002061922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05260788,"about_ca_topic_score_gemma":0.05866675,"domain_scores_codex":[0.995891,0.002463911,0.0002391452,0.0004295166,0.0006705602,0.0003059193],"domain_scores_gemma":[0.9915739,0.0038905,0.0009548757,0.0003540381,0.002870744,0.0003559684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004656946,0.001487168,0.5297247,0.002100648,0.0002678159,0.0006886377,0.1846436,0.001724134,0.01008947,0.001797923,0.01036969,0.2566406],"study_design_scores_gemma":[0.00006693195,0.001178764,0.8751495,0.0004910835,0.00008642956,0.0002330916,0.08058109,0.002219826,0.00163425,0.0004917735,0.03773512,0.0001321019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800847,0.0003766415,0.007612091,0.0007940134,0.00004319474,0.001230302,0.001571469,0.0000969473,0.008190538],"genre_scores_gemma":[0.9801505,0.0004484022,0.01148452,0.0005140427,0.00002332388,0.002054337,0.0008163757,0.00002298635,0.004485508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05260788,"threshold_uncertainty_score":0.1046034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158102153920257,"score_gpt":0.2671554413596069,"score_spread":0.2555744198204044,"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."}}