{"id":"W1511159194","doi":"10.18438/b8b891","title":"Preference for Print or Electronic Book Depends on User’s Purpose for Consulting","year":2014,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Preference; Reading (process); The Internet; Usability; Library science; World Wide Web; Collection development; Computer science; Psychology; Political science","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":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0005131686,0.000153982,0.0001311467,0.0001941885,0.0003224839,0.001544029,0.0004308402,0.00006417897,0.00003741089],"category_scores_gemma":[0.003256444,0.0001222682,0.00004214795,0.0003611826,0.000024539,0.2187039,0.000125895,0.0001201815,0.00002108284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001564554,"about_ca_system_score_gemma":0.0004849483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.157095e-7,"about_ca_topic_score_gemma":3.39873e-8,"domain_scores_codex":[0.998795,0.00008877699,0.0003776352,0.0002376401,0.000213045,0.0002878839],"domain_scores_gemma":[0.9939019,0.005334801,0.0003208345,0.0002511088,0.00007769355,0.0001136423],"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":[0.001435766,0.00003932914,0.00009882032,0.0001487515,0.00001428165,2.648005e-7,0.0001753501,0.0001625841,0.00001171222,0.8742962,0.008696734,0.1149202],"study_design_scores_gemma":[0.0007515884,0.0007942466,0.0003122933,0.0001265808,0.000006873109,0.000007527731,0.0000394771,0.04938429,0.005555192,0.0009049794,0.9419271,0.0001898511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001519015,0.0002790448,0.9396692,0.04113517,0.0002156872,0.001581021,0.000008587175,0.0004659505,0.01512635],"genre_scores_gemma":[0.3487068,0.001508451,0.3046387,0.3228891,0.0003068345,0.001739454,0.0001421066,0.000045897,0.02002265],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9332303,"threshold_uncertainty_score":0.9994925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596633007248823,"score_gpt":0.2486881198049535,"score_spread":0.2227217897324653,"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."}}