{"id":"W2772997750","doi":"10.5860/crl.79.6.785","title":"Is It Such a Big Deal? On the Cost of Journal Use in the Digital Era","year":2018,"lang":"en","type":"article","venue":"College & Research Libraries","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Product (mathematics); Sample (material); Value (mathematics); Investment (military); Fraction (chemistry); Digital library; Big data; Business; Library science; Marketing; Computer science; Political science; Law; Mathematics","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002166394,0.0001259814,0.0001536503,0.0004677856,0.0008053386,0.003233507,0.0008511566,0.00005169306,0.000836821],"category_scores_gemma":[0.001165381,0.00006941456,0.00007646124,0.00167798,0.0006770338,0.002110689,0.0004215535,0.0006510819,0.0001244608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001752832,"about_ca_system_score_gemma":0.0002060758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003037727,"about_ca_topic_score_gemma":0.0003012806,"domain_scores_codex":[0.9981353,0.0001399042,0.0002828331,0.000180293,0.0008138233,0.0004478131],"domain_scores_gemma":[0.9972964,0.001867403,0.00009289297,0.0003906945,0.0003338895,0.00001872692],"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":[0.0007145386,0.0002328501,0.3034709,0.00006507358,0.00003983434,0.0001094744,0.002053754,5.931641e-7,0.00007299364,0.05938751,0.582451,0.05140142],"study_design_scores_gemma":[0.0005511226,0.00007242183,0.2056372,0.0001605835,0.0000148122,0.00000978,0.007383203,0.0002278682,0.000191431,0.004877689,0.7807173,0.0001565891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100288,0.0001026594,0.00001191497,0.01937712,0.0001716852,0.0005359083,0.00002925235,0.00001579199,0.06972685],"genre_scores_gemma":[0.9952725,0.00002304752,0.00001316385,0.002083473,0.0007034198,0.00002864398,0.000004112452,0.00001724568,0.001854439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982663,"threshold_uncertainty_score":0.9978012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923437299318034,"score_gpt":0.3377202364230439,"score_spread":0.1453765064912405,"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."}}