{"id":"W4412221688","doi":"","title":"D4.1 deliverable:Developing the Multi-layered Collaborative Marine Governance Model","year":2024,"lang":"en","type":"report","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Deliverable; Corporate governance; Business; Process management; Oceanography; Geology; Systems engineering; Engineering; Finance","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":[0.004176288,0.001138852,0.0005604236,0.001440152,0.0010513,0.005465777,0.002952656,0.002391664,0.07549165],"category_scores_gemma":[0.0156544,0.0007880917,0.001338546,0.001638828,0.0008032324,0.004619865,0.005702984,0.002387165,0.03223511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004835705,"about_ca_system_score_gemma":0.008165234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03223173,"about_ca_topic_score_gemma":0.01947415,"domain_scores_codex":[0.9974341,0.0008933409,0.0001402681,0.0002391086,0.001052849,0.0002403365],"domain_scores_gemma":[0.9963139,0.001496757,0.0001670514,0.0004509873,0.001328064,0.0002431697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008051107,0.0001008089,0.001498989,0.001055338,0.00004288043,0.0004247943,0.0009502813,0.0854871,0.001707933,0.5409601,0.240431,0.1272603],"study_design_scores_gemma":[0.00004709965,0.00004440472,0.000341484,0.0005999453,0.00002792543,0.0001241301,0.0005207655,0.110927,0.001825883,0.1560632,0.7294104,0.00006782803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.003434841,0.0006239418,0.7407207,0.009042687,0.0007413337,0.001627512,0.02537028,0.009640956,0.2087978],"genre_scores_gemma":[0.0767711,0.002823164,0.7418749,0.001857206,0.000185624,0.005179005,0.06245184,0.004098943,0.1047582],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07549165,"threshold_uncertainty_score":0.2525448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192194909256914,"score_gpt":0.2358966478495288,"score_spread":0.2166771569238374,"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."}}