{"id":"W4255275869","doi":"10.22230/src.2014v5n2a172","title":"Introduction, New York Conference: Research Foundations for Understanding Books and Reading in the Digital Age: E/Merging Reading, Writing, and Research Practices","year":2014,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Reading (process); Computer science; Library science; Digital humanities; World Wide Web; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001832584,0.001112022,0.0009977183,0.004310233,0.003700201,0.01006905,0.001552059,0.003478851,0.1213297],"category_scores_gemma":[0.005131552,0.0006156623,0.0006057674,0.005293645,0.003301238,0.01339167,0.004170587,0.005852457,0.02087957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005559062,"about_ca_system_score_gemma":0.006138848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02760259,"about_ca_topic_score_gemma":0.06339635,"domain_scores_codex":[0.9990632,0.0002188273,0.0001007372,0.0001775782,0.0003407133,0.00009887315],"domain_scores_gemma":[0.99635,0.001500512,0.0001498685,0.0001447414,0.001158413,0.000696391],"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":[0.00001946373,0.00002682547,0.0002346117,0.0002800538,0.000004466113,0.00003024289,0.00077725,0.00005703441,0.0001013869,0.02731359,0.9291689,0.04198618],"study_design_scores_gemma":[0.00000583365,0.00001097796,0.001183247,0.0007816991,0.000005249326,0.00005181185,0.001400313,0.00004923046,0.00005302269,0.01006735,0.9863787,0.00001265605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.00185145,0.4222101,0.005679534,0.1996668,0.10609,0.0001909288,0.003349596,0.0003917029,0.2605698],"genre_scores_gemma":[0.01972438,0.262389,0.006859339,0.02714163,0.07134956,0.0007302049,0.004146704,0.0007406352,0.6069185],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9899309,"threshold_uncertainty_score":0.4058881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3876813297211015,"score_gpt":0.4966091918017435,"score_spread":0.108927862080642,"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."}}