{"id":"W4387553970","doi":"10.55650/igj.1965.1037","title":"Changes in population and farm holdings in Northern Ireland","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geography; Agricultural economics; Population; Northern ireland; Business; Economics; Demography; History; Sociology; Ethnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005358288,0.0001069497,0.0002341769,0.0009865462,0.0004585782,0.0008781566,0.0005955657,0.0003243372,0.004094839],"category_scores_gemma":[0.001380739,0.0001754403,0.0004114747,0.001547432,0.0007366637,0.0007478262,0.001234181,0.0004429414,0.0006693039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004121108,"about_ca_system_score_gemma":0.001489466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.391585,"about_ca_topic_score_gemma":0.4838331,"domain_scores_codex":[0.9994586,0.00009573239,0.0000355442,0.00009413475,0.00005203286,0.0002639304],"domain_scores_gemma":[0.9991307,0.00009185883,0.0002526196,0.00005343708,0.000197604,0.0002738643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004520332,0.00008095634,0.9762463,0.00006923717,0.00008616114,0.0004828284,0.004858822,0.0009931714,0.0008691408,0.0003802406,0.002000543,0.01348066],"study_design_scores_gemma":[0.00000201898,0.00002307365,0.9955331,0.000008901268,0.000004836288,0.00004399408,0.003469154,0.00008267484,0.00002339627,0.00001703063,0.000787058,0.000004663831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997057,0.00008631013,0.00003596151,0.0001406741,0.00000556839,0.000003621127,0.000674633,0.000005217109,0.001991086],"genre_scores_gemma":[0.9979765,0.00005772303,0.00002611062,0.00002988107,0.000003744073,0.000007167969,0.0004046305,0.000003062478,0.001491215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391585,"threshold_uncertainty_score":0.7786114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415996332810596,"score_gpt":0.2289688506684968,"score_spread":0.2148088873403908,"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."}}