{"id":"W4213173816","doi":"10.1093/oxfordhb/9780199355358.013.38","title":"Perspectives on Maritime Archaeology in Southeast Asia","year":2022,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Archaeology; Southeast asia; Geography; Maritime archaeology; History; Ancient history","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008673948,0.0003539331,0.0004496969,0.0004590758,0.0002991201,0.00002043311,0.000514527,0.000181897,0.01076072],"category_scores_gemma":[0.000004272973,0.0004146124,0.0002112324,0.000003888312,0.001292128,0.00006676092,0.001082715,0.0009205209,0.00001036652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569828,"about_ca_system_score_gemma":0.00007317319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009957267,"about_ca_topic_score_gemma":0.00337228,"domain_scores_codex":[0.9985583,0.0000905337,0.0001849402,0.000571834,0.000221108,0.0003732923],"domain_scores_gemma":[0.9992552,0.00009765408,0.0001309601,0.000369298,0.00006030966,0.00008655134],"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":[0.0003769331,0.00003584072,0.000003523925,0.00003059122,0.00009143804,0.0005570792,0.02286976,0.000002905786,3.299102e-7,0.972288,0.0004747667,0.003268865],"study_design_scores_gemma":[0.0005067772,0.0003390801,0.00000545015,0.0000427261,0.00004975431,0.00001254647,0.01190858,0.000009781524,8.089258e-7,0.01998684,0.9667553,0.0003823568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001143825,0.000081759,0.000004152276,0.0002094317,0.0001951424,0.0003277858,0.0004460136,0.00009254561,0.9985288],"genre_scores_gemma":[0.01136925,0.0001690131,0.00002523784,0.00006068091,0.0002090018,0.000003898012,0.00008327653,0.00004839747,0.9880313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9662805,"threshold_uncertainty_score":0.9998305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021951099766228,"score_gpt":0.1858150989826802,"score_spread":0.1638639992164522,"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."}}