{"id":"W2222331141","doi":"","title":"An Integrated Approach to On Sitelin Situ Upgrading","year":2008,"lang":"en","type":"article","venue":"19th World Petroleum Congress","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental science; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003382128,0.0003406813,0.0005308406,0.001059571,0.0002323105,0.00006302362,0.0003919807,0.0001016874,0.0005489956],"category_scores_gemma":[0.0001669004,0.0002877087,0.000149384,0.001113076,0.0001443539,0.00009557004,0.00009366505,0.0007690738,0.0009807807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324816,"about_ca_system_score_gemma":0.0001786535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041364,"about_ca_topic_score_gemma":0.00007048321,"domain_scores_codex":[0.9970238,0.0001789723,0.0003923539,0.0007591402,0.0009331805,0.0007125936],"domain_scores_gemma":[0.9977493,0.0001314143,0.0000705718,0.0009325648,0.0002333257,0.0008828273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0105622,0.008980841,0.1680377,0.0005502874,0.0006586948,0.004794649,0.003160177,0.006518811,0.483874,0.003619176,0.2541698,0.05507366],"study_design_scores_gemma":[0.009251093,0.003739235,0.08649305,0.0007307188,0.0001627126,0.0008680196,0.0008767063,0.04532762,0.1291801,0.00003077984,0.7215472,0.001792792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948258,0.0001104084,0.0008524426,0.0009088576,0.0002719941,0.0005408162,0.00001549448,0.0002691437,0.102205],"genre_scores_gemma":[0.9294638,0.00002167301,0.003093563,0.001437064,0.0002707455,0.0000753118,0.0001504007,0.00008077682,0.06540664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4673774,"threshold_uncertainty_score":0.9999575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715596617427688,"score_gpt":0.3102364880484919,"score_spread":0.273080521874215,"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."}}