{"id":"W4416654795","doi":"10.1079/9781836990888.0003","title":"OECM Implementation Cycle","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":"Identification (biology); Phase (matter); Corporate governance; Work (physics); Best practice; Section (typography)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006447534,0.0001908734,0.0001420038,0.00004161948,0.00007652677,0.00002686315,0.0001859081,0.00006910432,0.01063055],"category_scores_gemma":[0.000001570463,0.0001899639,0.0000908806,0.00000764693,0.00007474296,0.00002543463,0.002386789,0.0001154426,0.001025019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733937,"about_ca_system_score_gemma":0.00001172952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003160363,"about_ca_topic_score_gemma":0.0007576157,"domain_scores_codex":[0.9991122,0.00000518681,0.0001848432,0.000317525,0.000209436,0.0001708111],"domain_scores_gemma":[0.9995638,0.00001028916,0.00007458758,0.0002924639,0.00000420195,0.00005462071],"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":[0.000003488429,0.000002842298,0.00002521215,0.00001683786,0.00001746245,0.00001104115,0.0000393405,0.000004325975,0.0000367366,0.05490559,0.02390317,0.921034],"study_design_scores_gemma":[0.0001472743,0.00002635336,0.000195307,0.00001699696,0.00004439145,9.368448e-7,0.0000140347,0.000008635073,0.0000626611,0.06383062,0.935464,0.0001888463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004389265,0.000009451734,0.0001340353,0.000126465,0.0001913348,0.0003639269,0.00002132692,0.00005709569,0.9990525],"genre_scores_gemma":[0.002016015,0.000008717925,0.0001195239,0.0004805092,0.00005509007,0.0000248582,0.00004630893,0.00001788669,0.9972311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9208451,"threshold_uncertainty_score":0.9997528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006415356671979695,"score_gpt":0.2213510261846321,"score_spread":0.2149356695126524,"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."}}