{"id":"W2981267400","doi":"10.33137/ijournal.v4i3.33080","title":"Impact of Promotional Events and Routes of Access on OurDigitalWorld’s Digital Newspaper Collection","year":2019,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Digitization; Advertising; Web site; Political science; Public relations; Business; World Wide Web; Engineering; The Internet; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007810884,0.0001229567,0.0001492942,0.00198152,0.0009583516,0.00236606,0.0003004275,0.0002284176,0.003504982],"category_scores_gemma":[0.004838252,0.0001221351,0.0001946791,0.002684031,0.0004057182,0.0009872157,0.0008537357,0.0004281003,0.0004709537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437271,"about_ca_system_score_gemma":0.000877589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05456646,"about_ca_topic_score_gemma":0.1419055,"domain_scores_codex":[0.9992874,0.0002021725,0.00004734672,0.00008701113,0.0002435366,0.0001326684],"domain_scores_gemma":[0.9957247,0.001507129,0.001003503,0.0001840196,0.0009859257,0.0005948088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002406476,0.0002193691,0.9517439,0.00007655115,0.00003839368,0.0003399695,0.01024212,0.0002272113,0.0006235812,0.0002942091,0.001181779,0.0347723],"study_design_scores_gemma":[0.000002996334,0.00009579153,0.9823334,0.0000218377,0.00001965536,0.0001082157,0.01269816,0.0004035752,0.0003214233,0.00004919591,0.00393417,0.00001149475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947972,0.00005000527,0.00007764107,0.00003568225,0.00000573913,0.00002316156,0.000546633,0.00001124962,0.004452745],"genre_scores_gemma":[0.9973333,0.00008737847,0.0001979818,0.00001370064,0.000008601079,0.00002015547,0.0004685312,0.000008099445,0.00186233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05456646,"threshold_uncertainty_score":0.1084977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634013954804745,"score_gpt":0.2740424334486575,"score_spread":0.2477022939006101,"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."}}