{"id":"W1574783704","doi":"10.1002/9781405177504.ch9","title":"Is There a Text on This Screen? Reading in an Era of Hypertextuality","year":2013,"lang":"en","type":"other","venue":"","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Reading (process); Cyberspace; Computer science; Context (archaeology); Face (sociological concept); Identification (biology); The Internet; Automation; World Wide Web; Linguistics; Sociology; History; Engineering; Social science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006642471,0.0002250801,0.0003225511,0.0001164956,0.00001701219,0.0003292536,0.0006287477,0.000185406,0.003829858],"category_scores_gemma":[0.00001412771,0.0001291719,0.00007061615,0.0002212809,0.00004133454,0.0006996305,0.0001353674,0.0001818693,0.0004959514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002465553,"about_ca_system_score_gemma":0.00003156839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405408,"about_ca_topic_score_gemma":0.001023713,"domain_scores_codex":[0.9988976,0.00003973016,0.0002126143,0.000394232,0.0002404753,0.0002153295],"domain_scores_gemma":[0.9989607,0.00003396189,0.0001341577,0.0007161194,0.00003688272,0.0001181557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003974619,0.0002122231,0.000122384,0.00003102341,0.0000243964,0.00001571158,0.00105182,7.333232e-7,0.0001389708,0.1314536,0.8114486,0.05549654],"study_design_scores_gemma":[0.001452188,0.001545092,0.01211037,0.002870511,0.00002088496,0.0000371174,0.0002856701,0.007148059,0.003517627,0.0103966,0.9582136,0.002402239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000882353,0.0001970524,0.0006159605,0.0003063534,0.00007554666,0.0002037521,0.00001352371,0.0001289022,0.9975765],"genre_scores_gemma":[0.0504083,0.00003889138,0.002670421,0.001923733,0.00006826596,0.000004250108,0.000007029511,0.0000659284,0.9448132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1467651,"threshold_uncertainty_score":0.9970808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690041566828698,"score_gpt":0.3166345988635351,"score_spread":0.1476304421806653,"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."}}