{"id":"W3151802847","doi":"10.29173/iasl7543","title":"Building Bridges Through Literature","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonialism; Kingdom; Literacy; Geography; Pedagogy; History; Sociology; Archaeology","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001156288,0.0002038248,0.0002050907,0.00005949659,0.000318013,0.001584341,0.0002011308,0.00008211115,0.001213302],"category_scores_gemma":[0.0001962195,0.0001793642,0.00007564369,0.0001082295,0.0001425753,0.001958278,0.00006696457,0.0002726006,0.0001047362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003187294,"about_ca_system_score_gemma":0.0001643276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007996524,"about_ca_topic_score_gemma":0.00002643363,"domain_scores_codex":[0.9987656,0.00001035196,0.0002415059,0.0003826673,0.0002508263,0.0003490683],"domain_scores_gemma":[0.9977362,0.00003702912,0.00009632772,0.0001015022,0.001933243,0.0000956879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008097411,0.00005162443,0.0004982931,0.000117754,0.00001433378,0.000006602981,0.8718801,4.659419e-8,0.00005602513,0.1067194,0.01834415,0.002303521],"study_design_scores_gemma":[0.0001886776,0.00005457581,0.0005477566,0.0003726854,0.00002598083,0.00003499681,0.6581711,0.00003361841,0.002965661,0.02433231,0.3129598,0.0003129428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980838,0.001060802,0.00006734019,0.002968275,0.001561513,0.00009919002,0.00007457531,0.000156167,0.01317415],"genre_scores_gemma":[0.9831824,0.0001186333,0.0008852333,0.001356301,0.002727772,0.00002766057,0.00005921474,0.00002049373,0.01162227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2946156,"threshold_uncertainty_score":0.9996997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355064780222933,"score_gpt":0.2698112994050009,"score_spread":0.2362606516027716,"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."}}