{"id":"W2267404765","doi":"10.14288/1.0056010","title":"Seeing things from different corners: a story of learning and culture","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Computer science; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0001117475,0.00002392977,0.0001362495,0.00001277131,0.0004238148,0.00005434343,0.0001180226,0.00007691108,0.00007656242],"category_scores_gemma":[0.000107154,0.00006816352,0.00004910809,0.00008724281,0.0002266813,0.0002566157,0.00002424442,0.0001375225,0.000001873075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005294384,"about_ca_system_score_gemma":0.00003375481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2142654,"about_ca_topic_score_gemma":0.1577359,"domain_scores_codex":[0.9993945,0.0001126183,0.00005298885,0.0001531998,0.0001711128,0.0001155328],"domain_scores_gemma":[0.9995824,0.00003283539,0.0000985326,0.00004807228,0.0001419126,0.00009621521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001252064,0.000219548,0.02549207,0.00003118016,0.00005304004,0.00002451464,0.3260368,0.000003492439,0.0036859,0.00005662553,0.014226,0.6301584],"study_design_scores_gemma":[0.0003070618,0.00002884478,0.8617855,0.00008987417,0.00002140784,0.000001162007,0.1251257,0.0000154264,8.037792e-7,0.0001605344,0.01238649,0.00007721943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954659,0.0003433473,0.00001160895,0.0005159855,0.00009356395,0.00008424267,0.00001417796,0.00003511272,0.003436103],"genre_scores_gemma":[0.9967262,0.0003598536,0.000243824,0.00006951986,0.00002282845,4.992692e-8,0.000008982514,0.000001738603,0.002566959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8362934,"threshold_uncertainty_score":0.8576332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008763468019231549,"score_gpt":0.2154313008736313,"score_spread":0.2066678328543998,"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."}}