{"id":"W2778835321","doi":"10.21083/irss.v42i0.4057","title":"Rebecca Lenihan. From Alba to Aotearoa: Profiling New Zealand’s Scots migrants 1840-1920","year":2017,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scots; Aotearoa; Profiling (computer programming); History; Sociology; Gender studies; Art; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.0002906219,0.0002634576,0.0008097815,0.00007535313,0.0006110086,0.0001883845,0.001010597,0.0000350325,0.0006114431],"category_scores_gemma":[0.002871167,0.0002355867,0.0002424513,0.0000282237,0.0003928819,0.0004126987,0.0005921492,0.0001520364,0.0004315673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718777,"about_ca_system_score_gemma":0.00005338063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021104,"about_ca_topic_score_gemma":0.007885413,"domain_scores_codex":[0.9977858,0.00003578634,0.0007270488,0.0004495893,0.0007152646,0.0002864966],"domain_scores_gemma":[0.9979702,0.0002052514,0.0005182048,0.0004475178,0.0007314992,0.0001273433],"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":[0.00003008872,0.00007465893,0.00175891,0.0006487714,0.000825208,0.00002717748,0.004627632,3.796346e-7,0.00005702071,0.003722606,0.9129605,0.07526699],"study_design_scores_gemma":[0.0004050423,0.00007782337,0.003982378,0.01575196,0.0001108722,0.000002715545,0.0004737501,0.000001031801,0.0001838398,0.002457584,0.9762504,0.0003026768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06235109,0.6675038,0.00002192062,0.08893522,0.01491319,0.002017434,0.0009656737,0.0003038903,0.1629878],"genre_scores_gemma":[0.3705295,0.4766488,0.004847519,0.007702958,0.009729861,0.000265229,0.00008761672,0.0001611118,0.1300274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3081784,"threshold_uncertainty_score":0.99638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697747553363076,"score_gpt":0.3298867055683624,"score_spread":0.2601119502320548,"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."}}