{"id":"W2312369120","doi":"10.24043/isj.201","title":"Archaeology’s Contribution to Island Studies","year":2007,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Archaeology; Geography; Historical ecology; Climate change; Ecology; History; Environmental ethics; Anthropology; Sociology","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":[0.003660395,0.000197628,0.0005369359,0.0001856647,0.002201555,0.00004646672,0.0002051377,0.00008623894,0.00003411923],"category_scores_gemma":[0.002082807,0.0001445253,0.0001309019,0.0003244197,0.0009386178,0.0001265429,0.000146591,0.0003143807,0.00009990612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551121,"about_ca_system_score_gemma":0.00007929681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002915317,"about_ca_topic_score_gemma":0.01121262,"domain_scores_codex":[0.9977334,0.0002318493,0.000450137,0.0002285642,0.0005222391,0.0008338012],"domain_scores_gemma":[0.9981529,0.0004965587,0.000163353,0.0001112746,0.0008373175,0.0002386114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003514376,0.00007582727,0.09338529,0.000018893,0.001867345,0.0003482653,0.7968015,0.00001038152,0.00003077274,0.02002947,0.07632187,0.01075895],"study_design_scores_gemma":[0.00103067,0.0002187217,0.01230284,0.0001092212,0.00009607979,0.00007718031,0.5595289,7.301496e-7,0.00002112843,0.01593522,0.4103583,0.0003210235],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7924172,0.0746065,0.01311408,0.03113328,0.00800516,0.0008201954,0.00005921517,0.0001833339,0.07966104],"genre_scores_gemma":[0.9872906,0.006386238,0.0002456857,0.0003760163,0.001949876,0.000008600371,7.034076e-7,0.000009148392,0.003733171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3340364,"threshold_uncertainty_score":0.9990975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05067330824072524,"score_gpt":0.397766942370588,"score_spread":0.3470936341298628,"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."}}