{"id":"W2150764896","doi":"10.1179/0308018814z.000000000101","title":"The Interface Implications of Understanding Readers","year":2015,"lang":"en","type":"article","venue":"Interdisciplinary Science Reviews","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reading (process); Context (archaeology); Interface (matter); Diversity (politics); Sociology; Computer science; Epistemology; Linguistics; History; Philosophy","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":[0.008313479,0.001219263,0.0005445404,0.004087456,0.003317234,0.01735816,0.002002642,0.004365848,0.0124293],"category_scores_gemma":[0.05318018,0.0005932497,0.000587967,0.002374878,0.01923212,0.02813695,0.008325871,0.003887819,0.001905214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351915,"about_ca_system_score_gemma":0.001540734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603185,"about_ca_topic_score_gemma":0.001978748,"domain_scores_codex":[0.9867043,0.009008483,0.0006055518,0.001450308,0.001588599,0.0006426662],"domain_scores_gemma":[0.9566566,0.03678227,0.001767589,0.001787977,0.002441835,0.0005636853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001631838,0.0001370879,0.01183777,0.001497798,0.000039738,0.001291541,0.6161497,0.0004476967,0.002497467,0.2748863,0.003465503,0.08758629],"study_design_scores_gemma":[0.00004673945,0.0002150338,0.01291152,0.001697492,0.0001263839,0.001940744,0.4838399,0.001312689,0.004128769,0.3718992,0.1217932,0.0000883394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2707693,0.01540112,0.1106159,0.04265102,0.0009755915,0.0003003898,0.0002711501,0.0005822681,0.5584332],"genre_scores_gemma":[0.968621,0.00435015,0.01266228,0.002318406,0.0003091919,0.0002363915,0.00008585286,0.0001453833,0.01127144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01735816,"threshold_uncertainty_score":0.04396641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2094909026498248,"score_gpt":0.4596778215719414,"score_spread":0.2501869189221165,"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."}}