{"id":"W3151641635","doi":"10.29173/iasl7443","title":"Communicating across cultures","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Multiculturalism; Immigration; Sociology; Refugee; Pedagogy; Public relations; Library science; Political science; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0005537725,0.0000996036,0.0001264162,0.00002514168,0.001159264,0.001150654,0.0006470089,0.00008898011,0.0005621574],"category_scores_gemma":[0.0006084776,0.00009036854,0.00005206275,0.0005429443,0.0003576489,0.01175522,0.0002313015,0.0002019092,0.0001653598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002555363,"about_ca_system_score_gemma":0.0002678453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001863123,"about_ca_topic_score_gemma":0.00002829513,"domain_scores_codex":[0.9986964,0.00002815178,0.0002490926,0.0001918724,0.0004121251,0.0004223754],"domain_scores_gemma":[0.9985414,0.00004786037,0.0001241316,0.0001123206,0.001007164,0.0001671406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002807234,0.00001954944,0.007383014,0.00001125498,0.000003935415,0.000001139176,0.8857813,2.046778e-7,0.00009847703,0.09189136,0.007269544,0.007537361],"study_design_scores_gemma":[0.00008344134,0.00001263754,0.003032849,0.00003476006,0.000001594022,0.000003520956,0.5172587,0.00005630062,0.0007550532,0.002400695,0.4762315,0.0001289886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123955,0.0001218722,0.00004063771,0.01355631,0.000166928,0.0001062633,0.0000240861,0.000189169,0.1733993],"genre_scores_gemma":[0.984786,0.0001318051,0.001327505,0.004285097,0.0001623223,0.00001139659,0.00001339273,0.000004390365,0.009278073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4689619,"threshold_uncertainty_score":0.9998863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631288477168994,"score_gpt":0.3555503339590091,"score_spread":0.3192374491873192,"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."}}