{"id":"W7015619424","doi":"","title":"Throw Out Those Paper Bookplates! The Digital Bookplate Program at The University of Western Ontario","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Web site; Set (abstract data type); Digital library; Graphics; Web page","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002859168,0.00037893,0.0003096946,0.0002247258,0.0009854668,0.001278555,0.003154149,0.0002102354,0.0001114727],"category_scores_gemma":[0.00002156342,0.0002833187,0.0002478857,0.0006096356,0.0005186744,0.006382426,0.002311649,0.0008381357,0.000428948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978505,"about_ca_system_score_gemma":0.0004264303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005946765,"about_ca_topic_score_gemma":0.07385901,"domain_scores_codex":[0.9978082,0.0001318144,0.000272122,0.0006764944,0.0005563985,0.0005549835],"domain_scores_gemma":[0.9979308,0.0002582261,0.0002913866,0.001130459,0.0001307794,0.0002583325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001829396,0.0001680981,0.987202,0.00001500515,0.0001164052,0.0001281802,0.005750294,0.00001115969,0.0001622701,0.000356383,0.00004721438,0.005860058],"study_design_scores_gemma":[0.0008514759,0.0001742073,0.6340016,0.00005244385,0.00003576053,0.0000550411,0.0002426963,0.00000235481,0.001041345,0.0002167379,0.3629206,0.0004057475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864854,0.00005288259,0.0004937522,0.0008521713,0.0004511412,0.0005794422,0.00001428097,0.0003209407,0.01074997],"genre_scores_gemma":[0.8296638,0.00001822256,0.00009402267,0.0002618982,0.00004274574,9.399853e-7,0.00001256514,0.0000220632,0.1698837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3628733,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05689468094308259,"score_gpt":0.2611675011783003,"score_spread":0.2042728202352178,"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."}}