{"id":"W4247305515","doi":"10.1080/00908320.2016.1194089","title":"Introduction","year":2016,"lang":"en","type":"article","venue":"Ocean Development & International Law","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Political science; Business","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":[0.0002990228,0.0001517086,0.00009629784,0.0001355487,0.00009979661,0.00005370198,0.000346317,0.00004149932,0.00494619],"category_scores_gemma":[0.00009117832,0.0001088103,0.00004120954,0.0001005308,0.00009276043,0.0004701626,0.0001119234,0.00005595853,0.02013084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005753546,"about_ca_system_score_gemma":0.00007547253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006237557,"about_ca_topic_score_gemma":0.00002857451,"domain_scores_codex":[0.9985027,0.00002502513,0.0003089795,0.0003604206,0.0005732793,0.0002295551],"domain_scores_gemma":[0.9993534,0.00003552047,0.0001077109,0.0001827337,0.0002421007,0.00007850816],"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":[0.00008539917,0.0001146218,0.004651681,0.000002753435,0.0001665147,0.000008692966,0.0001652864,0.000003135719,0.01727368,0.7702279,0.1918515,0.01544879],"study_design_scores_gemma":[0.0004749472,0.000008257539,0.008174594,0.00002520443,0.000003422551,0.00002235331,0.000006144329,0.000004964634,0.04511953,0.00174346,0.94423,0.0001871047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4592283,0.00003075743,0.003302871,0.03004728,0.006086611,0.0003569612,0.00007788005,0.0009998138,0.4998695],"genre_scores_gemma":[0.937502,0.000003837604,0.007640583,0.0003553861,0.001230787,0.000008362434,0.00008454367,0.00005059786,0.05312388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7684845,"threshold_uncertainty_score":0.9959634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009961859933619137,"score_gpt":0.2319285441626361,"score_spread":0.2219666842290169,"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."}}