{"id":"W3168367659","doi":"10.1080/09505431.2021.1939294","title":"Island Imaginaries: Introduction to a Special Section","year":2021,"lang":"en","type":"article","venue":"Science as Culture","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Vision; Sociology; Technoscience; Metaphor; Environmental ethics; Heterotopia (medicine); Context (archaeology); Media studies; Aesthetics; Social science; Anthropology; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005509458,0.001207935,0.0005809939,0.002047193,0.003140758,0.004327393,0.001024663,0.00302073,0.02512997],"category_scores_gemma":[0.001239456,0.0004181193,0.0007207147,0.001769691,0.003057235,0.00609636,0.00379227,0.005306745,0.00701316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001932874,"about_ca_system_score_gemma":0.001049972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004609548,"about_ca_topic_score_gemma":0.006445659,"domain_scores_codex":[0.9996605,0.0001248066,0.00002862671,0.00005362556,0.00006921493,0.00006323994],"domain_scores_gemma":[0.9992284,0.0004327648,0.00004813169,0.00003988149,0.0001270203,0.0001238577],"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":[0.00006289326,0.0002956328,0.001833155,0.001496246,0.00001515241,0.001614648,0.01114414,0.0004575247,0.001967517,0.3494724,0.5103994,0.1212413],"study_design_scores_gemma":[0.000001809052,0.00002700035,0.00151,0.0004633025,0.000002715963,0.0004345684,0.001915086,0.00009907921,0.00006770987,0.01026277,0.9852068,0.000009166506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01215736,0.2041718,0.01329862,0.05297504,0.05515354,0.0005422615,0.0008296644,0.000261266,0.6606105],"genre_scores_gemma":[0.1208336,0.3778452,0.01171702,0.03427596,0.078486,0.001393225,0.002227132,0.0007010414,0.3725208],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02512997,"threshold_uncertainty_score":0.08406812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007187993021329832,"score_gpt":0.291403663270506,"score_spread":0.2842156702491762,"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."}}