{"id":"W1574683212","doi":"10.29173/iasl7735","title":"Building Internationally Literate Communities","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Social Issues and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02657085,0.001053943,0.000859348,0.004641454,0.01707233,0.0285494,0.003649675,0.004612002,0.02488312],"category_scores_gemma":[0.0372349,0.0009746914,0.000916708,0.002377951,0.008537507,0.03229645,0.05005598,0.005757691,0.008618819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011292,"about_ca_system_score_gemma":0.01178851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566162,"about_ca_topic_score_gemma":0.004159241,"domain_scores_codex":[0.9786038,0.01195579,0.0008292546,0.002450355,0.003364871,0.002796035],"domain_scores_gemma":[0.9573724,0.007508655,0.002968554,0.005577714,0.008072277,0.01850045],"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":[0.0000868598,0.0006857399,0.01795755,0.0006625112,0.0001141516,0.002427778,0.4237758,0.0004979424,0.002492159,0.2206809,0.07332057,0.2572981],"study_design_scores_gemma":[0.00003427324,0.0001642048,0.002844704,0.0008375201,0.00005128823,0.0007213713,0.1906018,0.0003459165,0.0008800796,0.06748321,0.7359603,0.00007541304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2349401,0.006120526,0.06584479,0.06940362,0.00284492,0.001171817,0.0002477107,0.001877045,0.6175495],"genre_scores_gemma":[0.7487326,0.003469595,0.07393022,0.01734732,0.0008255516,0.001418661,0.000630489,0.001431151,0.1522144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0285494,"threshold_uncertainty_score":0.1405218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783915383186342,"score_gpt":0.3557780489370229,"score_spread":0.3079388951051594,"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."}}