{"id":"W7057252470","doi":"","title":"Identification et délimitation des zones humides dans les Départements et Régions d'Outre-mer.Fascicule 3 : Un panorama de 20 ans de connaissances sur les zones humides dans les DROM et appropriations","year":2024,"lang":"en","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Wetland; Protocol (science); Plan (archaeology); Biodiversity; Variety (cybernetics); Plant diversity; Identification (biology); Citizen science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004953146,0.0005682955,0.0003273296,0.00471449,0.001760614,0.003353659,0.0007724929,0.0007225086,0.003102505],"category_scores_gemma":[0.003595849,0.0002434725,0.0005604332,0.00299405,0.001583472,0.00143626,0.002151407,0.0006944226,0.0004875315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005625254,"about_ca_system_score_gemma":0.008312221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1549299,"about_ca_topic_score_gemma":0.2313026,"domain_scores_codex":[0.9976785,0.0006971579,0.0002425907,0.0005193509,0.0005472415,0.0003152007],"domain_scores_gemma":[0.996711,0.001003632,0.0008725323,0.0002544292,0.0008289816,0.0003294406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002551007,0.00007553575,0.2069535,0.002719626,0.00006424339,0.001100807,0.03184101,0.001340192,0.01953856,0.02172882,0.0223087,0.6920739],"study_design_scores_gemma":[0.00001195658,0.00008930133,0.622636,0.0008875324,0.00003315715,0.0007968211,0.01312791,0.0003291222,0.00344417,0.001172371,0.3573992,0.00007243617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7013163,0.09197999,0.0515634,0.01259702,0.0009507952,0.001641486,0.01010627,0.0008645761,0.1289803],"genre_scores_gemma":[0.8141093,0.01990372,0.0973063,0.001114921,0.0002459236,0.001338378,0.009191818,0.000234079,0.05655552],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1549299,"threshold_uncertainty_score":0.3080562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680215472471908,"score_gpt":0.306441229189525,"score_spread":0.2596390744648059,"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."}}