{"id":"W7040999554","doi":"","title":"James, Dora","year":2012,"lang":"en","type":"article","venue":"Digital Kenyon (Kenyon College)","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"North Island College","funders":"","keywords":"","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":[0.0005027323,0.00022251,0.0002922042,0.00008178321,0.0009061436,0.000222729,0.0002914879,0.000163789,0.0005520681],"category_scores_gemma":[0.000185184,0.0001977823,0.0001744083,0.0005188503,0.0003103425,0.0009386255,0.000106787,0.0001670798,0.001011913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363349,"about_ca_system_score_gemma":0.0001206468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003028823,"about_ca_topic_score_gemma":0.000233241,"domain_scores_codex":[0.997821,0.00008074199,0.0002835869,0.0002636412,0.0005851033,0.0009658673],"domain_scores_gemma":[0.9989912,0.0001838524,0.0000966949,0.0002514357,0.0001085984,0.0003682532],"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":[0.0001095738,0.0005298594,0.06925673,0.00003690347,0.000136701,0.0000356957,0.03858251,0.000002980132,0.000010247,0.3050475,0.5503086,0.03594274],"study_design_scores_gemma":[0.0003021627,0.00004452771,0.001432498,0.00001698115,0.00001211294,0.000003238362,0.03928518,0.000004515514,0.0000170827,0.0007705445,0.9578097,0.0003014566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04843054,0.001179923,0.00006225069,0.001261555,0.001784596,0.0003402356,0.0001867567,0.0002067502,0.9465474],"genre_scores_gemma":[0.9420108,0.0002135713,0.00006655741,0.0002005696,0.001168383,0.00002368854,0.00002334976,0.00002356779,0.05626953],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8935803,"threshold_uncertainty_score":0.9997659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790419589604713,"score_gpt":0.2713424165924484,"score_spread":0.2534382206964013,"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."}}