{"id":"W7025349819","doi":"","title":"Will Formal Preservation Models Require Relative Identity? An exploration of data identity statements: Paper - iPRES 2012 - Digital Curation Institute, iSchool, Toronto","year":2012,"lang":"en","type":"article","venue":"Phaidra (Universität Wien)","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Emperipolesis; Durvalumab","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.04166972,0.001007852,0.001811594,0.00200744,0.004136144,0.01379998,0.004294589,0.00413324,0.008051926],"category_scores_gemma":[0.1107962,0.002502673,0.003976156,0.004461206,0.01580153,0.08151551,0.01257762,0.01117713,0.001377068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004877581,"about_ca_system_score_gemma":0.00577103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003672537,"about_ca_topic_score_gemma":0.002619716,"domain_scores_codex":[0.9725647,0.01294301,0.003009436,0.004405153,0.004934984,0.002142726],"domain_scores_gemma":[0.8614475,0.09242619,0.006250474,0.02670559,0.0113016,0.00186858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004205605,0.00002509079,0.0004389678,0.00006986468,0.0000143182,0.00005599669,0.0007007431,0.001504376,0.000145525,0.9894723,0.0006092703,0.006921411],"study_design_scores_gemma":[0.00001560493,0.00001828191,0.0000647011,0.00004598946,0.00002688058,0.00006141149,0.0003529811,0.009313294,0.0007597538,0.9857841,0.003540864,0.00001604557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02430554,0.0005518242,0.9539813,0.01147326,0.0001671535,0.00009850338,0.0002330011,0.0007134969,0.008475825],"genre_scores_gemma":[0.7010961,0.001138615,0.2880577,0.002563748,0.0005895699,0.0002634641,0.0007806078,0.0009687556,0.004541382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9862,"threshold_uncertainty_score":0.2203732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126426976707762,"score_gpt":0.3430846882515661,"score_spread":0.2166577115438041,"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."}}