{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005623263,0.0002850963,0.0002183445,0.001076784,0.002496031,0.005126401,0.0006475137,0.0007256818,0.002515011],"category_scores_gemma":[0.000584826,0.0001297937,0.0002055408,0.001255278,0.01528761,0.003228196,0.004181603,0.001313646,0.0001890397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361089,"about_ca_system_score_gemma":0.00143098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007371692,"about_ca_topic_score_gemma":0.0151469,"domain_scores_codex":[0.9994844,0.0003220712,0.00001365937,0.00005299536,0.00006263548,0.00006414451],"domain_scores_gemma":[0.9997316,0.00009509755,0.00002288998,0.00008309956,0.00003018699,0.00003714649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006274707,0.000005220476,0.001161313,0.00003431895,0.000003358701,0.0001023456,0.01482855,0.0004072421,0.0002177462,0.9782829,0.0005417312,0.004408892],"study_design_scores_gemma":[0.000009890846,0.00004620698,0.007417803,0.0002240927,0.00004229286,0.0005224616,0.0809461,0.003531649,0.001013098,0.5366917,0.3695246,0.00003004464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.245226,0.004377377,0.03116855,0.009200515,0.0002158818,0.00005315248,0.0001200558,0.0001228551,0.7095158],"genre_scores_gemma":[0.9868014,0.000999701,0.003326488,0.0001642588,0.00002172008,0.00003007313,0.00002520439,0.00002752616,0.008603701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007371692,"threshold_uncertainty_score":0.01713097,"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."}}