{"id":"W2736576117","doi":"10.24043/isj.353","title":"Mapping the Outer Hebrides in sound: towards a sonic methodology","year":2016,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Sound (geography); New Hebrides; Active listening; Settlement (finance); Identity (music); Feature (linguistics); Geography; History; Mnemonic; Archaeology; Linguistics; Geology; Sociology; Communication; Oceanography; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006815248,0.0006895606,0.0005864045,0.006602854,0.003372026,0.01100655,0.002191407,0.001490348,0.007904479],"category_scores_gemma":[0.01306935,0.0006136804,0.000273872,0.005038836,0.0136934,0.005361371,0.007240626,0.001769252,0.0006769397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003114797,"about_ca_system_score_gemma":0.003148572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02901937,"about_ca_topic_score_gemma":0.07953175,"domain_scores_codex":[0.9970285,0.002010044,0.0001185958,0.0003091009,0.0003512769,0.0001823979],"domain_scores_gemma":[0.994983,0.003340511,0.0003822057,0.0004362219,0.000633647,0.0002244779],"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":[0.0001138405,0.0000928908,0.01526494,0.001181919,0.00005167785,0.001055559,0.7619582,0.0004404111,0.004161693,0.07522719,0.003131643,0.1373201],"study_design_scores_gemma":[0.00002296085,0.0001153191,0.03617284,0.001347826,0.00005364627,0.0003049491,0.8298952,0.0009755616,0.001236143,0.03428649,0.09553202,0.00005708111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5921466,0.007676839,0.2060796,0.005954408,0.000473445,0.00187624,0.001290872,0.000240089,0.184262],"genre_scores_gemma":[0.8442422,0.00359516,0.1311557,0.0008746441,0.0001681026,0.002260957,0.0003737254,0.0001484804,0.01718113],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02901937,"threshold_uncertainty_score":0.05770093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2597510344859872,"score_gpt":0.3211740636619546,"score_spread":0.06142302917596743,"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."}}