{"id":"W4366504680","doi":"10.46692/9781529217735.003","title":"Policing Complex Criminality in and through Major Seaports","year":2021,"lang":"en","type":"other","venue":"","topic":"Maritime Security and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criminology; Transport engineering; Sociology; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002324107,0.00009595016,0.0002249413,0.00006739407,0.0001306716,0.0000342032,0.00008844621,0.0002182002,0.06216278],"category_scores_gemma":[0.00003376436,0.0001067234,0.00003275507,0.0001018326,0.0003110985,0.00003049773,0.0000494568,0.0001413914,0.00001213318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007446962,"about_ca_system_score_gemma":0.00016211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6384638,"about_ca_topic_score_gemma":0.7894566,"domain_scores_codex":[0.9991251,0.0001485009,0.0001135392,0.0002247767,0.0001858316,0.0002022153],"domain_scores_gemma":[0.999724,0.00003243268,0.00005321787,0.0001199791,0.00001318753,0.00005723746],"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":[0.000001489358,0.00004456864,0.0009628297,0.0002037372,0.00001159119,0.0000461651,0.02555082,1.050551e-8,0.000002729022,0.1491993,0.8229172,0.001059565],"study_design_scores_gemma":[0.00007415416,0.00000287348,0.00143989,0.00009228027,0.00000648866,8.50685e-7,0.003174,5.602066e-7,4.208712e-7,0.001317399,0.9937584,0.0001326547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001082945,0.001318329,0.000009908968,0.0007467767,0.000142323,0.0001251559,0.000007906691,0.0000584153,0.9974829],"genre_scores_gemma":[0.005072576,0.0005519363,0.0007677731,0.0009892855,0.0003672574,0.000003922287,0.00002769426,0.00004873263,0.9921708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1708412,"threshold_uncertainty_score":0.9386945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08159961342440895,"score_gpt":0.3637043040674803,"score_spread":0.2821046906430713,"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."}}