{"id":"W4416653577","doi":"10.1079/9781836990888.0002","title":"The CBD Decision 14/8","year":2025,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Representativeness heuristic; Flexibility (engineering); Identification (biology); Relation (database); Corporate governance; Adaptation (eye)","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":[0.003475065,0.0008321814,0.0006168872,0.001534825,0.003194737,0.008994132,0.002574621,0.00941773,0.0470706],"category_scores_gemma":[0.006964558,0.0005984922,0.0008004901,0.001717734,0.002345388,0.003441488,0.003140472,0.008408348,0.02400268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01322801,"about_ca_system_score_gemma":0.01999778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07608467,"about_ca_topic_score_gemma":0.07492065,"domain_scores_codex":[0.994433,0.0006590245,0.0002364204,0.0005187467,0.003420085,0.000732837],"domain_scores_gemma":[0.9983735,0.0002756797,0.00006354592,0.0001438228,0.0009754827,0.0001679667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001996223,0.00002620587,0.0001131952,0.0001405854,0.000002973355,0.0001117128,0.0002275999,0.0002479065,0.0002210493,0.3804799,0.5970294,0.02137951],"study_design_scores_gemma":[0.000002835579,0.000004236515,0.00007662743,0.0001002377,0.000001235853,0.0000201039,0.0000505015,0.00003936021,0.00008123109,0.005776849,0.9938407,0.000006098953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008201448,0.002783133,0.001779088,0.01311176,0.00470284,0.0002174466,0.0009192314,0.0001882484,0.9754781],"genre_scores_gemma":[0.01578015,0.002836171,0.004994895,0.02293151,0.0008537816,0.0005059938,0.001194018,0.0002700303,0.9506334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07608467,"threshold_uncertainty_score":0.1574668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006140961632811942,"score_gpt":0.1913530570780873,"score_spread":0.1852120954452753,"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."}}