{"id":"W6959596642","doi":"10.1016/j.acalib.2015.02.011\"&gt;10.1016/j.acalib.2015.02.011&lt;/a&gt;&lt;/p&gt","title":"The Copyright Librarian: A Study of Advertising Trends for the Period 2006–2013","year":2015,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Intellectual property; Academic library; Copyright law; Scholarly communication; Competence (human resources)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000438832,0.00008306604,0.0001643051,0.00001790934,0.0008730134,0.00003137195,0.0005172645,0.00006744533,0.00002872285],"category_scores_gemma":[0.00002079783,0.00003068844,0.0001172339,0.0002715171,0.0001647299,0.00008865721,0.0001451137,0.0001464409,0.000003242921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000070111,"about_ca_system_score_gemma":0.00001559764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003515423,"about_ca_topic_score_gemma":0.002915735,"domain_scores_codex":[0.9993078,0.0001329399,0.00009482251,0.0001409107,0.0001571174,0.0001664479],"domain_scores_gemma":[0.9994278,0.0001359258,0.0001043229,0.0001271288,0.0001338576,0.00007098104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003681886,0.002042454,0.4716316,0.00004494972,0.0008493299,0.00006678017,0.1022717,0.0004914831,0.03014002,0.003332625,0.04828324,0.3371639],"study_design_scores_gemma":[0.002855725,0.004087914,0.5786341,0.00002389225,0.0003394526,0.00001584468,0.1632181,0.0008543104,0.0003206167,0.0006864381,0.2485963,0.0003672777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941555,0.0007372256,0.0000164462,0.004001638,0.0001231976,0.0001947682,0.00009895805,0.00001201911,0.0006602893],"genre_scores_gemma":[0.9990672,0.00002111298,0.00009597097,0.00001466456,0.00006085462,7.864519e-7,0.00001092614,8.648201e-7,0.0007275499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3367967,"threshold_uncertainty_score":0.6714602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110440680189634,"score_gpt":0.212700383634134,"score_spread":0.1815959768322377,"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."}}