{"id":"W7116669571","doi":"10.4000/15ern","title":"La pêche ghanéenne ou artisanale dans l’aire marine protégée de Douala-Edéa : ressources exploitées, pratiques et organisations spatiales","year":2025,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Publics; Resource (disambiguation); Colonial period","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":[0.001405298,0.0003536976,0.0001748967,0.001336697,0.002982856,0.002272966,0.0002910669,0.0004333546,0.00493565],"category_scores_gemma":[0.001631942,0.0001518018,0.0001280049,0.001702338,0.002593508,0.001429457,0.001801106,0.0005488976,0.0002016895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505748,"about_ca_system_score_gemma":0.002384414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04259878,"about_ca_topic_score_gemma":0.1169173,"domain_scores_codex":[0.9993882,0.0002372626,0.00001913502,0.0000775275,0.000104197,0.0001735885],"domain_scores_gemma":[0.9989765,0.0004464204,0.0002395455,0.00004560067,0.0001580397,0.0001339432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002624691,0.00008903461,0.4147648,0.0008103939,0.00006569448,0.002012471,0.3726973,0.0005710564,0.006142559,0.03912471,0.001980756,0.1614787],"study_design_scores_gemma":[0.000005159149,0.00007699396,0.4079398,0.0005613461,0.00002923833,0.0004264361,0.5098959,0.0002754765,0.000897124,0.002125805,0.07773861,0.00002815005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739888,0.001547991,0.0009601983,0.0009609,0.00003920993,0.00002957644,0.00007104133,0.000004231705,0.02239804],"genre_scores_gemma":[0.9930642,0.0008750568,0.0005814517,0.00007380296,0.000006448955,0.00001961301,0.00002408464,0.000002196074,0.005353303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04259878,"threshold_uncertainty_score":0.08470166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911507498309214,"score_gpt":0.2659009023998932,"score_spread":0.2467858274168011,"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."}}