{"id":"W3112957247","doi":"10.24043/isj.140","title":"Island as urban artifact/archipelago as urban model","year":2020,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelago; Artifact (error); Urban design; Geography; Architecture; Politics; Urbanism; Sociology; Economic geography; Political science; Computer science; Archaeology","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":[0.0007560565,0.0003117097,0.0005875277,0.00007301613,0.002987714,0.0002423001,0.000406141,0.0001238812,0.0003862662],"category_scores_gemma":[0.0006931922,0.0002322968,0.0002737504,0.0002988674,0.0004581414,0.0002499425,0.0001584877,0.0006484817,0.0003705868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009601148,"about_ca_system_score_gemma":0.0002896483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453193,"about_ca_topic_score_gemma":0.003521599,"domain_scores_codex":[0.9972016,0.0002519515,0.0005035752,0.0003683196,0.0008358846,0.0008386692],"domain_scores_gemma":[0.9986695,0.0002225346,0.000227822,0.0001568643,0.0002754971,0.0004477643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002091504,0.00005520078,0.00660626,0.00002406216,0.0005432122,0.0001912606,0.5063538,0.0003462227,0.00001157448,0.009634781,0.4736018,0.002422731],"study_design_scores_gemma":[0.001965365,0.0007211213,0.0002901608,0.000104375,0.000201291,0.00007698758,0.3543515,0.001639577,0.00001405901,0.03395187,0.605845,0.0008386713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1201996,0.01133195,0.001505378,0.03628417,0.001795197,0.000446232,0.00005987882,0.0001561771,0.8282214],"genre_scores_gemma":[0.9781946,0.006493485,0.0001290166,0.001379684,0.002927891,0.000009414794,0.000002642982,0.00002529075,0.010838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.857995,"threshold_uncertainty_score":0.9983103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05829804898894642,"score_gpt":0.3322705754069724,"score_spread":0.273972526418026,"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."}}