{"id":"W6955280491","doi":"10.58079/ux2f","title":"Welcoming displaced scholars","year":2018,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Displaced person; Focus (optics); Context (archaeology); Government (linguistics); Work (physics); Exposition (narrative)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007848964,0.0002081491,0.0002561718,0.0000732414,0.005429966,0.0004076826,0.0004371103,0.0001664123,0.005752863],"category_scores_gemma":[0.0003001063,0.0001883065,0.0001479356,0.000434089,0.0008903397,0.009819664,0.0002230324,0.0002222594,0.00353149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802712,"about_ca_system_score_gemma":0.0001076688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004506117,"about_ca_topic_score_gemma":0.01629058,"domain_scores_codex":[0.9978114,0.0002814938,0.0003325128,0.0003965598,0.0006454872,0.0005325609],"domain_scores_gemma":[0.9987939,0.0001096596,0.0001595568,0.0001831114,0.0005382642,0.0002155248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001557154,0.0001990371,0.0007392014,0.000017881,0.0001121308,0.00002650306,0.01536125,0.000002752562,0.000831934,0.8640919,0.1116835,0.006778262],"study_design_scores_gemma":[0.0008158823,0.000260608,0.03744612,0.0001395563,0.00005660027,0.000005445408,0.01750557,0.00001499996,0.001191704,0.01434752,0.9275805,0.0006355174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1473785,0.000151746,0.0003962941,0.1265,0.005302777,0.0007664879,0.00009260932,0.0003309048,0.7190806],"genre_scores_gemma":[0.963844,0.00007518756,0.0004433178,0.009862348,0.004011427,0.0001289319,0.0001072669,0.00001753034,0.02150998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8497443,"threshold_uncertainty_score":0.9972444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846692157216524,"score_gpt":0.3210868161589789,"score_spread":0.2926198945868136,"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."}}