{"id":"W4411079136","doi":"10.1016/j.rsma.2025.104283","title":"Investigating stakeholders’ perceptions regarding seahorses’ conservation and conflicts in an European estuarine environment","year":2025,"lang":"en","type":"article","venue":"Regional Studies in Marine Science","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Perception; Nature Conservation; Environmental resource management; Environmental planning; Fishery; Ecology; Geography; Psychology; Biology; Environmental 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":[0.003197218,0.0001831049,0.0001779664,0.000561907,0.001528576,0.001501222,0.0002964946,0.0006546114,0.001625126],"category_scores_gemma":[0.003563738,0.0001220891,0.0001770788,0.0003853949,0.001422251,0.001434165,0.001967054,0.0005921383,0.00008397842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008813647,"about_ca_system_score_gemma":0.0006711403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006686406,"about_ca_topic_score_gemma":0.01359427,"domain_scores_codex":[0.9986652,0.0007702619,0.00006566541,0.0001184084,0.000162166,0.0002182319],"domain_scores_gemma":[0.9968774,0.001414258,0.000745885,0.00006955436,0.000279442,0.0006134502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000173192,0.0002419199,0.3864867,0.0001782078,0.00004629096,0.00341123,0.5853066,0.0002106816,0.003702098,0.001073327,0.0007240835,0.01844574],"study_design_scores_gemma":[0.000004563824,0.0001626683,0.1596291,0.00008368368,0.000009807954,0.0004214631,0.835107,0.0002706433,0.0002883068,0.0001161025,0.003891582,0.00001508256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991339,0.00002976615,0.00006557385,0.000106389,0.000002259522,0.000003143546,0.00000581657,4.348227e-7,0.0006527879],"genre_scores_gemma":[0.9996469,0.0000442937,0.00004213093,0.00005121462,0.000001565666,0.000003903252,0.000007627976,4.92951e-7,0.0002018795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006686406,"threshold_uncertainty_score":0.01690871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.187359554035807,"score_gpt":0.3146839468683945,"score_spread":0.1273243928325875,"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."}}