{"id":"W2887635247","doi":"10.24043/isj.342","title":"Good work? Scottish cultural workers’ narratives about working and living on islands","year":2016,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; St. Francis Xavier University","funders":"","keywords":"Creativity; Negotiation; Narrative; Doctrine; Context (archaeology); Sociology; Work (physics); Ethnography; Gender studies; Aesthetics; Law; Political science; History; Social science; Anthropology; Linguistics","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":[0.006194854,0.0007959225,0.000610056,0.001347157,0.01779972,0.007024732,0.001530709,0.002268332,0.002023477],"category_scores_gemma":[0.007105836,0.0004211781,0.0004631412,0.001402624,0.02182304,0.003696549,0.009436472,0.003940354,0.0002821287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00533234,"about_ca_system_score_gemma":0.003793773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08826225,"about_ca_topic_score_gemma":0.1303602,"domain_scores_codex":[0.9951522,0.002967058,0.0001376681,0.000215143,0.000646584,0.0008814259],"domain_scores_gemma":[0.9942254,0.00293776,0.0007137583,0.0003028928,0.0004555691,0.001364612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001161553,0.000005319032,0.001380944,0.0000152731,0.000002696331,0.0004724058,0.9962547,0.00001477964,0.0002138149,0.000594371,0.0002773609,0.0007566737],"study_design_scores_gemma":[0.000001351356,0.00001120528,0.001558135,0.00003336251,0.000002847306,0.0001330239,0.9929661,0.00002084176,0.00006511246,0.0002176896,0.004980942,0.000009369504],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888086,0.0004760655,0.0002761683,0.003419845,0.00004442328,0.0000119855,0.00002790023,0.000009812785,0.006925174],"genre_scores_gemma":[0.9976866,0.0003212963,0.0001694153,0.0004561171,0.00001685016,0.000007814424,0.00001371545,0.00001010425,0.00131801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08826225,"threshold_uncertainty_score":0.1754971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437158856769279,"score_gpt":0.3210385227163383,"score_spread":0.2773226370394104,"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."}}