{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319766,0.00010913,0.0001525299,0.00005648417,0.0006182548,0.0007666968,0.0003538187,0.00009546622,0.0004848799],"category_scores_gemma":[0.0002836137,0.0001168174,0.00005833165,0.0002797734,0.0002953217,0.0006455187,0.0001378503,0.0001846423,0.00004448079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005586561,"about_ca_system_score_gemma":0.0001870211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244319,"about_ca_topic_score_gemma":0.001262913,"domain_scores_codex":[0.9989996,0.00004061395,0.0001702043,0.000132615,0.0003469113,0.000310052],"domain_scores_gemma":[0.9978621,0.00009077344,0.00007869584,0.0000531027,0.001810413,0.0001049314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003706035,0.00001721906,0.003876365,0.000009134978,0.00001254678,0.000002231337,0.6826593,1.667186e-7,0.0001146392,0.3097198,0.0009551192,0.002629822],"study_design_scores_gemma":[0.0001096865,0.00002182691,0.00180404,0.00009800735,0.000009612262,0.000003055614,0.601053,0.00003191236,0.0007850123,0.03818099,0.3577085,0.0001943809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990823,0.0001950859,0.00006850162,0.005385497,0.0002645864,0.00006577733,0.0000216018,0.0001252536,0.0947914],"genre_scores_gemma":[0.9892754,0.000245612,0.0008486974,0.000865665,0.000509362,0.00001397264,0.000006965673,0.000009497481,0.00822484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3567534,"threshold_uncertainty_score":0.7927877,"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."}}