{"id":"W2758626612","doi":"10.21810/strm.v9i1.247","title":"The Near and The Related","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Japanese History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"China; Event (particle physics); East Asia; Capital (architecture); Political science; History; Geography; Economy; Regional science; Ancient history; Law; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002142824,0.00004653921,0.00009221725,0.000009460489,0.01111955,0.0003521157,0.001258671,0.00004747086,0.00001681384],"category_scores_gemma":[0.0002701033,0.00002235549,0.00007593782,0.00002760872,0.002616063,0.0003586052,0.0003743671,0.0003257619,0.000004590405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003838912,"about_ca_system_score_gemma":0.00006272855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000497524,"about_ca_topic_score_gemma":0.0007935124,"domain_scores_codex":[0.9989985,0.0005259849,0.0001949533,0.00003701407,0.000163446,0.00008005056],"domain_scores_gemma":[0.9983884,0.0002900033,0.0005717129,0.0005617217,0.0001488026,0.00003942969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007797143,0.00008047402,0.001653367,0.000004847563,0.0001821746,0.000006969872,0.5238742,0.00001849925,0.000039308,0.365546,0.01817154,0.08964293],"study_design_scores_gemma":[0.002442074,0.0001828073,0.03125533,0.0003027373,0.000148858,0.0001372612,0.1787975,0.0002081355,0.00001694234,0.3618581,0.4244615,0.0001888376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5695004,0.007591838,0.000006595235,0.1588098,0.0005084445,0.0001648812,8.827375e-7,0.00001064495,0.2634065],"genre_scores_gemma":[0.9958113,0.001458725,0.00004262687,0.00002003463,0.00006369886,0.000001880293,3.961908e-7,0.000002995044,0.002598328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4263109,"threshold_uncertainty_score":0.9901679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588841792716049,"score_gpt":0.3325351828580455,"score_spread":0.316646764930885,"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."}}