{"id":"W2606429643","doi":"","title":"Editorial: Special issue on information reuse and integration","year":2009,"lang":"en","type":"article","venue":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reuse; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.000260452,0.00008069773,0.0001130823,0.0003316349,0.001077145,0.0001301259,0.000332513,0.00005981593,0.0002432968],"category_scores_gemma":[0.0001298489,0.00006673884,0.0000156837,0.0002840178,0.002321608,0.000966066,0.0001038271,0.0001653997,0.00002935769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005063666,"about_ca_system_score_gemma":0.00006849013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001182409,"about_ca_topic_score_gemma":0.001052823,"domain_scores_codex":[0.9993377,0.00001088823,0.0001006913,0.000139137,0.0002754627,0.0001361771],"domain_scores_gemma":[0.9993432,0.00001506547,0.00009685945,0.0001705496,0.0003388979,0.0000354689],"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":[0.0000980233,0.00008544391,0.000184616,0.000007099484,0.000009184131,0.000004014048,0.01384134,8.785221e-7,0.0009708363,0.5334626,0.2370594,0.2142765],"study_design_scores_gemma":[0.0003197386,0.0004372642,0.002630179,0.00002917421,0.00001292351,0.000001092793,0.009432204,0.00002305428,0.0007462269,0.008331093,0.97793,0.0001070555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056435,0.000009797218,0.00001444571,0.008403417,0.008918764,0.0002561383,0.00001587774,0.00007269951,0.07666536],"genre_scores_gemma":[0.9689597,0.0001255989,0.00005677152,0.00009583307,0.02942586,1.664355e-7,0.00000314651,0.000002230078,0.001330627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7408705,"threshold_uncertainty_score":0.8554063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007356898483417566,"score_gpt":0.1910874878682319,"score_spread":0.1837305893848143,"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."}}