{"id":"W7067258562","doi":"","title":"Making Geographical Connections – via Nova Scotia, Canada","year":2018,"lang":"en","type":"article","venue":"Northumbria Research Link (Northumbria University)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weaving; Politics; Field (mathematics); Nova (rocket); Human geography; Special section; Political geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00122195,0.0003128498,0.0003055146,0.0006634322,0.0008934481,0.0001194053,0.001243079,0.0004053689,0.0004637354],"category_scores_gemma":[0.0006682513,0.0003266284,0.0001988543,0.001467511,0.001790598,0.00002251732,0.0009534115,0.0007825772,0.0002041792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755242,"about_ca_system_score_gemma":0.002492474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1837786,"about_ca_topic_score_gemma":0.9060473,"domain_scores_codex":[0.9956133,0.0004150347,0.0004182034,0.0007823823,0.001371286,0.001399774],"domain_scores_gemma":[0.9964531,0.0001459,0.0001161745,0.0009850679,0.001632126,0.0006676397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00523159,0.00165262,0.4866101,0.0007788275,0.0031639,0.001171763,0.001267239,0.0001052604,0.1385995,0.01230133,0.1688273,0.1802906],"study_design_scores_gemma":[0.002025976,0.001531146,0.02837264,0.00008345849,0.0000523754,0.00007076293,0.0009780846,0.001011985,0.008827776,0.0003153258,0.9558819,0.0008485793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510891,0.000138,0.003824696,0.002141902,0.0009847855,0.0007718147,0.0001445325,0.00006070559,0.0408444],"genre_scores_gemma":[0.991402,0.0001803493,0.0006087592,0.0002700711,0.001618485,0.000002058456,0.0001951971,0.00004319942,0.005679923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7870546,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042588943372095,"score_gpt":0.3045665704691202,"score_spread":0.2619776270970252,"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."}}