{"id":"W4391436567","doi":"10.18432/ari29756","title":"Tongan Crip Gang","year":2024,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003947951,0.0001137053,0.000126823,0.0003875172,0.002167644,0.0008425111,0.0006063382,0.00007704986,0.0038551],"category_scores_gemma":[0.0001167519,0.00009142869,0.0001943142,0.0004548369,0.0004813235,0.0005994629,0.00008371071,0.0009634931,0.0008945763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623032,"about_ca_system_score_gemma":0.0004088174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004259314,"about_ca_topic_score_gemma":0.001161399,"domain_scores_codex":[0.9968188,0.0003628278,0.0002830192,0.0002582516,0.001633732,0.0006433011],"domain_scores_gemma":[0.998799,0.0004168893,0.00002318072,0.000095601,0.0003924757,0.0002728162],"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":[0.0001471847,0.000193245,0.0006150112,0.00003109994,0.0003674849,0.001694828,0.3037518,0.00005695834,0.0002240404,0.2517912,0.421342,0.01978511],"study_design_scores_gemma":[0.0002102249,0.000125354,0.0005719546,0.0001445118,0.000009438536,0.0001421327,0.07955835,0.0006095642,0.00001453729,0.04501595,0.8734527,0.0001452403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0275625,0.001534644,0.001712325,0.1024908,0.005222525,0.000190129,0.00003265116,0.0001084191,0.861146],"genre_scores_gemma":[0.9426494,0.001883211,0.0001625416,0.00004569084,0.00322314,0.00001515852,0.000008482748,0.00001722382,0.05199516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9150869,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252434469619536,"score_gpt":0.5023198595305678,"score_spread":0.3770764125686141,"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."}}