{"id":"W7164901458","doi":"10.1080/17153379.2021.12559764","title":"The Melanesian World. The Routledge Worlds.","year":2021,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001077775,0.0001470273,0.0001753347,0.00003212695,0.003598644,0.0002773002,0.0004139769,0.00005244687,0.0002872108],"category_scores_gemma":[0.0002781018,0.00008247259,0.0001520825,0.0008217957,0.001060693,0.0000763915,0.00009130288,0.0002350369,0.0006234935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007113408,"about_ca_system_score_gemma":0.0002840596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000545,"about_ca_topic_score_gemma":0.008510944,"domain_scores_codex":[0.9979668,0.0005131345,0.0002092191,0.0002696391,0.0004755977,0.0005656113],"domain_scores_gemma":[0.9986654,0.0005436968,0.00007705665,0.0004702778,0.0001202783,0.0001232755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002360642,0.00005529535,0.004737921,0.000006227776,0.0001487785,0.00005665237,0.1718165,0.000001948525,0.000009973493,0.7123849,0.08415108,0.02660712],"study_design_scores_gemma":[0.00005437077,0.000002123697,0.0003730841,0.000006331766,0.00001231518,0.000001647973,0.5356817,0.00000351274,0.00000813307,0.002117163,0.4616619,0.00007769448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00007720578,0.003495128,0.00009473965,0.01759165,0.001039789,0.0001663197,0.000009997025,0.0001075697,0.9774176],"genre_scores_gemma":[0.8590266,0.0003477084,0.00004157738,0.00002307363,0.0005380992,0.00003355642,0.000003071557,0.00001237507,0.139974],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8589494,"threshold_uncertainty_score":0.9976985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651398321264455,"score_gpt":0.2676492942554082,"score_spread":0.2511353110427637,"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."}}