{"id":"W2190152122","doi":"10.22230/src.2015v6n4a211","title":"Platforms for Social Reading: Material Imagery in Digital Book Formats","year":2015,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Textuality; World Wide Web; Computer science; Power (physics); Visual arts; Internet privacy; Multimedia; Art; Literature; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001218808,0.0005609984,0.0002081493,0.001447955,0.002901601,0.01071617,0.001049505,0.001280742,0.01699259],"category_scores_gemma":[0.004159134,0.0003603304,0.000502758,0.0009315334,0.007199961,0.01020826,0.009995803,0.001714731,0.003113152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000810273,"about_ca_system_score_gemma":0.0007614956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005141307,"about_ca_topic_score_gemma":0.0013122,"domain_scores_codex":[0.9985787,0.000881606,0.0000355514,0.0001249828,0.0002499482,0.0001291143],"domain_scores_gemma":[0.9975026,0.00117995,0.0002185909,0.0005092182,0.0001138102,0.0004758008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002138984,0.0002226432,0.003910499,0.000467038,0.00002703995,0.00193084,0.133434,0.0004535629,0.006599471,0.6789033,0.02039496,0.1534427],"study_design_scores_gemma":[0.0001393519,0.0005183698,0.006359491,0.0008590842,0.00007674625,0.002887299,0.07955183,0.003603736,0.00586184,0.2524951,0.6475325,0.0001147153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1617181,0.001483685,0.05019409,0.006982404,0.0004416608,0.0002002924,0.0001211159,0.001105379,0.7777534],"genre_scores_gemma":[0.9155956,0.000798654,0.02769232,0.0005044124,0.0002119377,0.0001947924,0.00008840391,0.0003691162,0.05454468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9892838,"threshold_uncertainty_score":0.0568459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522278573044072,"score_gpt":0.4227913482745897,"score_spread":0.2705634909701825,"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."}}