{"id":"W4240368859","doi":"10.4337/9781789900149.00006","title":"Acknowledgments","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ocean Frontier Institute; Australian Research Council; Dalhousie University; Social Sciences and Humanities Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003801483,0.0004320589,0.0003763183,0.00008424482,0.0001626332,0.001252872,0.001020112,0.0005210369,0.04137024],"category_scores_gemma":[0.0002200247,0.000463619,0.0002334899,0.00002130838,0.0002144399,0.0007125833,0.001372768,0.0008864363,0.006782667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006489072,"about_ca_system_score_gemma":0.00006465347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061313,"about_ca_topic_score_gemma":0.0003825444,"domain_scores_codex":[0.997214,0.00003234259,0.0004182822,0.0007742101,0.001150756,0.0004104518],"domain_scores_gemma":[0.9987525,0.00009136469,0.0002319469,0.0006400368,0.00008793844,0.0001961917],"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":[0.00001461202,0.00003286707,0.0002009662,0.00003983243,0.0001986224,0.0002694958,0.000384354,0.00001251716,0.0001862597,0.3345272,0.6232383,0.04089504],"study_design_scores_gemma":[0.0001674136,0.00002115939,0.0001270349,0.0001893109,0.00003461785,0.00002060938,0.000007900462,0.00001578519,0.0002860931,0.03127767,0.9673803,0.0004720332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001413273,0.0001075797,0.00003097633,0.0003943691,0.001567164,0.0002134997,0.00004023863,0.0001715231,0.9973333],"genre_scores_gemma":[0.00265784,0.00001060173,0.001276093,0.001007059,0.0008717783,0.00001377183,0.0001932278,0.0001264109,0.9938432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3441421,"threshold_uncertainty_score":0.9997839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562558268326943,"score_gpt":0.2218419409785715,"score_spread":0.206216358295302,"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."}}