{"id":"W32280125","doi":"10.1007/978-94-017-9306-3_1","title":"Introduction: A Surfeit of Lampreys","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geography; Fishery; Zoology; Biology","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":[],"category_scores_codex":[0.0002337918,0.0001023981,0.0002364679,0.00004204573,0.0001530902,0.00001420466,0.0001767911,0.0002447702,0.01226418],"category_scores_gemma":[0.00005995121,0.00010414,0.0001020302,0.00002621809,0.0004236846,0.00003481472,0.00003525915,0.0001017258,0.000420432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008758838,"about_ca_system_score_gemma":0.0001523348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382121,"about_ca_topic_score_gemma":0.005793439,"domain_scores_codex":[0.9991962,0.00002381404,0.0001691448,0.0001771722,0.0003082269,0.0001254268],"domain_scores_gemma":[0.9994135,0.00004286676,0.0001113145,0.0001805981,0.0001953139,0.0000563628],"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":[0.000005631418,0.000002728844,0.000004218295,0.00000897989,0.00001232109,6.03887e-7,0.0003995393,1.273939e-7,0.000001082985,0.8345308,0.1614415,0.003592483],"study_design_scores_gemma":[0.00003325794,0.00003808542,0.000004045767,0.00001224525,0.00002426261,3.1646e-7,0.00003702682,8.011918e-8,0.000003547414,0.04956149,0.9501809,0.0001046927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007702148,0.0002336766,0.00003487277,0.003015895,0.001069792,0.000101566,0.000005770584,0.0000553753,0.9954754],"genre_scores_gemma":[0.00328962,0.0001494912,0.0001235336,0.00008509857,0.002985464,0.000001859884,0.000006646349,0.00000945888,0.9933488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7887394,"threshold_uncertainty_score":0.9886388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172169123437438,"score_gpt":0.2376807925832027,"score_spread":0.2259591013488283,"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."}}