{"id":"W7098025617","doi":"","title":"COMMISSION ON EQUILIBRIUM DATA* SPECIFIC PROBLEMS IN THE MEASUREMENT AND INTREPRETATION OF COMPLEXATION PHENOMENA IN SEAWATER (Technical Report) Prepared for publication by","year":2014,"lang":"en","type":"article","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; KISS (TNC); Seawater; Period (music)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05052257,0.0009495306,0.001753543,0.007295132,0.003010072,0.004925032,0.003866632,0.003002308,0.01948167],"category_scores_gemma":[0.10836,0.001167818,0.0007896222,0.01120718,0.001476943,0.004561342,0.00337928,0.003771045,0.01523248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008755178,"about_ca_system_score_gemma":0.03728647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1550767,"about_ca_topic_score_gemma":0.07044172,"domain_scores_codex":[0.9280306,0.01546262,0.007584267,0.004761491,0.04149809,0.002663051],"domain_scores_gemma":[0.6867357,0.0665241,0.01032378,0.05589595,0.176493,0.004027481],"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":[0.0005638471,0.0002761239,0.01160258,0.0006057547,0.00005785283,0.000201449,0.0008910175,0.00148151,0.008616627,0.09351845,0.6802398,0.2019451],"study_design_scores_gemma":[0.00008062024,0.0001009773,0.02802315,0.000339531,0.00005477219,0.00008838009,0.000245593,0.00209662,0.01635867,0.007699064,0.9448079,0.0001046982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02073796,0.006440221,0.3025962,0.02132477,0.007833283,0.007491734,0.146218,0.007108929,0.4802488],"genre_scores_gemma":[0.1480142,0.005531169,0.402643,0.007141619,0.001938433,0.00873957,0.1697584,0.005479859,0.2507538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1550767,"threshold_uncertainty_score":0.3083481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06414555044830508,"score_gpt":0.2432284459402071,"score_spread":0.179082895491902,"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."}}