{"id":"W7134256577","doi":"10.21606/drslxd.2025.179","title":"Design Literacies &amp; Futures Literacies: Pedagogies for Diverse Futures","year":2025,"lang":"","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Emily Carr University of Art and Design","funders":"","keywords":"Futures contract; Context (archaeology); Field (mathematics); Literacy; Learning design; Neoliberalism (international relations)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01302297,0.0009399094,0.0005295097,0.002314258,0.008223608,0.01381915,0.001767,0.005029187,0.02274919],"category_scores_gemma":[0.01948243,0.0006986614,0.0008860257,0.00147884,0.02599993,0.01712323,0.01451817,0.009766175,0.004729765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00701827,"about_ca_system_score_gemma":0.007529517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152986,"about_ca_topic_score_gemma":0.001722964,"domain_scores_codex":[0.9879935,0.008723269,0.0004266424,0.0007388174,0.001514078,0.0006038264],"domain_scores_gemma":[0.9873425,0.007733334,0.0006864411,0.001548072,0.0008209938,0.001868738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000014648,0.0001479977,0.000875531,0.0002811904,0.000007793841,0.0001676214,0.04876695,0.0005837936,0.0004515126,0.8655418,0.0214667,0.06169456],"study_design_scores_gemma":[0.00001682551,0.000044224,0.0003199592,0.0007456747,0.000005518064,0.000362695,0.02409788,0.00122532,0.000748151,0.5028001,0.4696054,0.00002833682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02878362,0.00760759,0.2132824,0.1137321,0.001348149,0.0004058896,0.00009925385,0.001039143,0.6337018],"genre_scores_gemma":[0.7125795,0.007059817,0.1346018,0.01518596,0.0004286922,0.001098291,0.0001716083,0.000631904,0.1282424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02274919,"threshold_uncertainty_score":0.07610363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08420072007754564,"score_gpt":0.3791443446591683,"score_spread":0.2949436245816227,"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."}}