{"id":"W1885670662","doi":"10.22230/src.2013v4n3a154","title":"Introduction, Cuba 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":"Media and Digital Communication","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Reading (process); Presentation (obstetrics); General partnership; Library science; Latin Americans; Work (physics); Media studies; Sociology; World Wide Web; Political science; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04714432,0.0001247593,0.0001652046,0.0009551515,0.004200376,0.01374076,0.001793112,0.0001337067,0.000002273131],"category_scores_gemma":[0.02384017,0.0001047258,0.00002043896,0.00129375,0.001297234,0.006570349,0.001692076,0.002512179,0.000005594432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828346,"about_ca_system_score_gemma":0.0001894592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002618151,"about_ca_topic_score_gemma":0.0002616498,"domain_scores_codex":[0.9925026,0.004631421,0.0003877384,0.0005668044,0.001276657,0.0006347324],"domain_scores_gemma":[0.9824644,0.01368912,0.0001691579,0.001853595,0.001647103,0.000176631],"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":[0.00002907348,0.00006141364,0.001816439,0.00006882305,0.00000901958,8.514706e-7,0.009496287,6.690996e-7,0.0006824188,0.9554598,0.001642097,0.03073309],"study_design_scores_gemma":[0.0008715037,0.0005254886,0.007677252,0.0004086191,0.000006363041,0.00005401975,0.03316658,0.01635553,0.0001542891,0.8225601,0.1179444,0.0002758706],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3705061,0.007988396,0.0993972,0.350748,0.0002555296,0.005980344,0.00001598586,0.0002810982,0.1648273],"genre_scores_gemma":[0.9919913,0.002470114,0.0046462,0.00004706394,0.0001357904,0.0002306505,0.00004425872,0.00001347141,0.0004211265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6214852,"threshold_uncertainty_score":0.9997891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3458178378671815,"score_gpt":0.46808365677373,"score_spread":0.1222658189065486,"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."}}