{"id":"W4390627829","doi":"10.1515/9781894725217-fm","title":"Frontmatter","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001541211,0.0005115648,0.0002130136,0.0007022979,0.001293603,0.001978565,0.0005500834,0.00158273,0.5928509],"category_scores_gemma":[0.00046359,0.0002374618,0.0002424824,0.0005023499,0.0004000398,0.003320297,0.00208145,0.001236901,0.3091511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007089592,"about_ca_system_score_gemma":0.0006212182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802813,"about_ca_topic_score_gemma":0.01235249,"domain_scores_codex":[0.9998821,0.00001294254,0.000003837192,0.00003157634,0.00004396341,0.00002556849],"domain_scores_gemma":[0.9998369,0.0000333944,0.000009457831,0.00002102731,0.0000408483,0.00005832908],"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":[0.00001445299,0.00002260251,0.0002050935,0.00009808742,0.00000120015,0.00007649371,0.0005344985,0.00004444452,0.0004139481,0.03293473,0.7767359,0.1889185],"study_design_scores_gemma":[8.097902e-7,0.000002558129,0.0001735293,0.00003612668,2.960264e-7,0.00003862882,0.00009669513,0.00001871418,0.00004628982,0.001224831,0.9983607,9.629023e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005248671,0.002045486,0.0007027889,0.001717222,0.0007487156,0.00002310864,0.0002581565,0.0002509236,0.9937288],"genre_scores_gemma":[0.001284539,0.0004349748,0.000178117,0.0003136978,0.00006662497,0.000006770395,0.00008598616,0.00005705631,0.9975722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4071491,"threshold_uncertainty_score":0.5807487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904607460888315,"score_gpt":0.2922857727477177,"score_spread":0.2332396981388346,"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."}}