{"id":"W4415781093","doi":"10.1177/17488958251385477","title":"From deprivation to criminality: Reversing the trend by harnessing the Blue Economy to address criminality at sea (CAS)","year":2025,"lang":"en","type":"article","venue":"Criminology & Criminal Justice","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nexus (standard); Livelihood; Corporate governance; Sustainable development; Equity (law); Sustainability; Food security; Maritime security","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":[0.00148282,0.000281383,0.0002081427,0.001106992,0.005284794,0.00621012,0.0004569706,0.001821963,0.002296912],"category_scores_gemma":[0.0041788,0.0001277993,0.0002472586,0.0007831238,0.01430087,0.006589965,0.006099131,0.004116788,0.0002913856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003721277,"about_ca_system_score_gemma":0.006490462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009318096,"about_ca_topic_score_gemma":0.01977877,"domain_scores_codex":[0.9986647,0.0008065708,0.00004821675,0.00008095983,0.0001453747,0.0002541659],"domain_scores_gemma":[0.9981915,0.0007707502,0.0003676593,0.00008012466,0.0002779441,0.0003119388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005057827,0.0001089955,0.01870103,0.001053742,0.00004103006,0.001741568,0.1133757,0.0006503764,0.0010652,0.6116273,0.04351409,0.2080704],"study_design_scores_gemma":[0.00001234676,0.0001806915,0.01762402,0.005045074,0.0000464499,0.001448197,0.2750907,0.0006902023,0.001401392,0.2577925,0.4405917,0.00007666991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2361303,0.05099533,0.006607627,0.5106871,0.002779776,0.00009379214,0.0000529961,0.00004614148,0.192607],"genre_scores_gemma":[0.9407678,0.03200952,0.001401466,0.01701934,0.000360433,0.00003397805,0.00001466926,0.00001921813,0.008373638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009318096,"threshold_uncertainty_score":0.02699989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708925370717069,"score_gpt":0.2884631457818629,"score_spread":0.2413738920746922,"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."}}