{"id":"W7025253789","doi":"","title":"Towards a Long-term Preservation Infrastructure for Earth Science Data: Paper - iPRES 2012 - Digital Curation Institute, iSchool, Toronto","year":2012,"lang":"en","type":"article","venue":"Phaidra (Universität Wien)","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003150429,0.0002352523,0.0002223383,0.0001116323,0.0003765566,0.0001968154,0.0009371801,0.0001161076,0.0002480903],"category_scores_gemma":[0.0005489819,0.0002307675,0.00005292752,0.0003008455,0.0003040563,0.9416202,0.0006136182,0.0001457173,0.00001275846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842181,"about_ca_system_score_gemma":0.0001971878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004738162,"about_ca_topic_score_gemma":0.000310968,"domain_scores_codex":[0.9983709,0.00001977927,0.0002190675,0.0004224769,0.0004484335,0.0005192899],"domain_scores_gemma":[0.9983442,0.00009427542,0.0002045786,0.0008672051,0.0002817733,0.0002079438],"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":[0.00004221818,0.00008650448,0.00007581195,0.00006250435,0.00002463244,0.000001462759,0.0007634364,0.000006568981,0.003557356,0.982975,0.0001811983,0.0122233],"study_design_scores_gemma":[0.0006408881,0.0001451616,0.0008767413,0.00008259214,0.00009802821,0.0000173463,0.0004304115,0.0006376149,0.0003450502,0.9725573,0.0236789,0.000489951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008730059,0.0002133455,0.9842547,0.0001662236,0.0003566916,0.0007411301,0.0001707051,0.0003233499,0.005043757],"genre_scores_gemma":[0.9375009,0.00004540878,0.06064488,0.0000752432,0.000309007,0.00002130896,0.000274186,0.00002829709,0.001100751],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9414234,"threshold_uncertainty_score":0.9410426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450269430265068,"score_gpt":0.3961363519383881,"score_spread":0.2511094089118814,"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."}}