{"id":"W7051600995","doi":"","title":"Phosphorus Uptake and Release by Lake Ontario Sediments","year":2005,"lang":"en","type":"report","venue":"Library, Museums and Press - UDSpace (University of Delaware)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diafiltration; Limiting; Liquation; Nucleofection; TSG101","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001211794,0.0003699333,0.0005555808,0.0001221728,0.000239146,0.0001178011,0.0003715649,0.0002276872,0.08314841],"category_scores_gemma":[0.00000297341,0.0004321955,0.0001437934,0.0001037148,0.0001984378,0.0002517012,0.0007646947,0.0005389989,0.000008295951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001663567,"about_ca_system_score_gemma":0.0006684936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.170397,"about_ca_topic_score_gemma":0.01928044,"domain_scores_codex":[0.9980638,0.00005390772,0.0002277112,0.0006228042,0.0006401196,0.000391634],"domain_scores_gemma":[0.9987134,0.00006430283,0.0003129548,0.0004466437,0.00009183204,0.0003708811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001272618,0.0002207591,0.04317158,0.0002015431,0.0003865643,0.00003549135,0.001049125,0.00000256058,0.00001641166,0.0002716054,0.7487477,0.2057694],"study_design_scores_gemma":[0.001041618,0.0001225999,0.01765581,0.0001468388,0.000167202,0.000002430976,0.0006388663,0.000123696,0.00002623317,0.00001795066,0.9796736,0.0003831644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1171821,0.00399791,0.0001732707,0.003335222,0.0002977673,0.00115256,0.002254982,0.00009199372,0.8715142],"genre_scores_gemma":[0.06765323,0.007638709,0.001215161,0.00006247494,0.0002292357,0.000004841581,0.001615743,0.0000732337,0.9215074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2309259,"threshold_uncertainty_score":0.999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320313690992525,"score_gpt":0.2076912700315393,"score_spread":0.1944881331216141,"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."}}