{"id":"W4211119859","doi":"10.1017/9781108572071.008","title":"Oceania","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; World Wide Web","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001749003,0.000248079,0.0003231128,0.0001019416,0.0008781423,0.00004531993,0.0004665113,0.0003771287,0.00006247411],"category_scores_gemma":[0.00001748308,0.0002930522,0.0001949616,0.000007531795,0.001376855,0.00006020114,0.0002251803,0.0002670739,0.0002394388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036119,"about_ca_system_score_gemma":0.0002058382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394585,"about_ca_topic_score_gemma":0.00004753076,"domain_scores_codex":[0.9987454,0.00005907916,0.0001160468,0.0003825531,0.0003580582,0.0003388804],"domain_scores_gemma":[0.9990879,0.00004578172,0.0001443096,0.0003185393,0.00020307,0.0002003897],"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":[0.00002108702,0.000002511624,0.000002342783,0.000009140634,0.00008089862,0.00006846865,0.002923831,9.373786e-9,4.728049e-7,0.794822,0.2017733,0.0002958689],"study_design_scores_gemma":[0.0001682712,0.00001900511,0.000005357963,0.00006564391,0.0001140035,0.000001137882,0.003685541,6.224795e-7,0.000002977574,0.00006402883,0.9955612,0.0003121548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003542239,0.0001277784,0.00007340174,0.00003551878,0.0004152014,0.0002437394,0.0001872313,0.0001948472,0.9986869],"genre_scores_gemma":[0.002187979,0.0001350697,0.0000356307,0.00003566442,0.0006363728,1.955357e-7,0.00000897558,0.00002639863,0.9969337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.794758,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208659455932755,"score_gpt":0.2299717762763435,"score_spread":0.1978851817170159,"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."}}