{"id":"W7135325872","doi":"","title":"CENTRE DE PRESERVATION ET DE VALORISATION FAUNIQUE ET FLORISTIQUE MARINE A BOUZEDJAR : POUR UN ÉCOSYSTEME MARIN EN SANTE","year":2022,"lang":"fr","type":"dissertation","venue":"Dépôt Institutionnel de lUniversité de Tlemcen","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coastal zone; Littoral zone; Context (archaeology); Nova scotia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006613721,0.0003976996,0.0002455691,0.000867702,0.003086025,0.002638503,0.0009396036,0.001352201,0.01357424],"category_scores_gemma":[0.0007051438,0.0003134583,0.0003411405,0.001179561,0.001342106,0.0007540678,0.002492637,0.001128168,0.002436345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004134494,"about_ca_system_score_gemma":0.01015959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08027924,"about_ca_topic_score_gemma":0.1549968,"domain_scores_codex":[0.9994689,0.0001114344,0.00002426734,0.0001018051,0.000106735,0.0001868669],"domain_scores_gemma":[0.9993899,0.00006214921,0.00007650612,0.00004089535,0.0001761728,0.0002543537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001140385,0.0004428781,0.2062252,0.002960669,0.0001770357,0.007132576,0.04422115,0.002520682,0.06148561,0.1110769,0.05166321,0.5109537],"study_design_scores_gemma":[0.00004702784,0.0002882087,0.2109789,0.0005531402,0.00009916403,0.003024398,0.01683557,0.000675166,0.005170318,0.00242574,0.7598169,0.00008540447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.747242,0.01699669,0.01197719,0.0204437,0.00159881,0.0004418367,0.001424612,0.0007629022,0.1991123],"genre_scores_gemma":[0.8176974,0.003395349,0.01706395,0.001788869,0.0001159408,0.0001360862,0.0007692742,0.0001289364,0.1589042],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08027924,"threshold_uncertainty_score":0.1596239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00716516485374241,"score_gpt":0.2259190974535296,"score_spread":0.2187539325997872,"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."}}