{"id":"W2140792606","doi":"10.1017/s0956793305001597","title":"Handicraft, Mass Manufacture and Rural Female Labour: Industrial Work in North-West Ireland, 1890–1914","year":2006,"lang":"en","type":"article","venue":"Rural History","topic":"Irish and British Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ireland Canada University Foundation","keywords":"Handicraft; Work (physics); Earnings; Production (economics); Scale (ratio); Rural area; Economic growth; Geography; Business; Political science; Engineering; Economics; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002271841,0.0001577685,0.0002526373,0.00009442475,0.0004057113,0.00004114597,0.0001522364,0.0002099624,0.0002742906],"category_scores_gemma":[0.00004744155,0.0001594737,0.00006040033,0.0002108225,0.0005071135,0.0001943077,0.00003996923,0.000322608,0.00005839152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005870441,"about_ca_system_score_gemma":0.0001149147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02111352,"about_ca_topic_score_gemma":0.03941585,"domain_scores_codex":[0.9987066,0.0001182848,0.0002260859,0.0001867961,0.0002980362,0.0004642438],"domain_scores_gemma":[0.999618,0.00006811969,0.00008547949,0.00009595491,0.00003299894,0.00009946244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007748202,0.00004198891,0.6630725,0.0000103858,0.000009908948,0.00007073641,0.003729687,0.000004755492,0.00002190274,0.0001183508,0.3284392,0.004403024],"study_design_scores_gemma":[0.000859569,0.00002933377,0.5288902,0.00004859363,0.00001299925,0.000002226123,0.002480628,2.941244e-7,0.000008128576,0.00008420483,0.4673369,0.0002469106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670159,0.007471791,0.000001600472,0.0007319307,0.001124182,0.0002014459,0.00001768308,0.00006707592,0.02336836],"genre_scores_gemma":[0.9779503,0.0003176451,0.00003287507,0.0001683468,0.001219346,0.00001609612,0.00001914342,0.00001208737,0.02026411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1388977,"threshold_uncertainty_score":0.985405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438704495202995,"score_gpt":0.2218336663407826,"score_spread":0.2074466213887527,"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."}}