{"id":"W7070595449","doi":"","title":"Pixels & partnerships: digital publishing and co-operative scholarship in Australian and Britsih imperial history","year":2008,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"State Library of New South Wales; Macquarie University","keywords":"Nucleofection; TSG101; Gestational period; Hyporeflexia; Subpoena; Gloom","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000375373,0.0003070091,0.0004164319,0.0003979577,0.000344566,0.002339481,0.0006147834,0.0002062109,0.000009477077],"category_scores_gemma":[0.0002089635,0.0002917296,0.00007719169,0.0004262065,0.0003067303,0.02112476,0.0003849594,0.0003938499,0.00002666797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008010304,"about_ca_system_score_gemma":0.0002381795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005092773,"about_ca_topic_score_gemma":0.000157512,"domain_scores_codex":[0.9979172,0.0001762406,0.0002830898,0.0006980132,0.0003802705,0.0005451291],"domain_scores_gemma":[0.9986231,0.0001391617,0.0001410735,0.0003647023,0.000159629,0.0005722951],"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":[0.0008820944,0.0008375947,0.09491147,0.00136918,0.0004420869,0.01688834,0.1355158,0.00007347843,0.005812999,0.6597914,0.07247166,0.01100395],"study_design_scores_gemma":[0.01160437,0.0009795708,0.1496942,0.001719677,0.00007418366,0.007086733,0.01650886,0.001722838,0.001430659,0.001031811,0.8045409,0.003606245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478073,0.0005731229,0.0003022309,0.00105736,0.0004267831,0.0004634852,0.00005558596,0.0002398917,0.04907425],"genre_scores_gemma":[0.9918993,0.00003713451,0.0003354502,0.0001042804,0.000110016,0.000001329408,0.00002667788,0.00001233225,0.007473548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7320692,"threshold_uncertainty_score":0.9999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2074189105302346,"score_gpt":0.256997898776127,"score_spread":0.04957898824589238,"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."}}