{"id":"W7093877663","doi":"","title":"A comparative study of solid alkaline materialsfor ocean alkalinity enhancement using infraredspectroscopy","year":2023,"lang":"en","type":"other","venue":"Memorial University Research Repository (Memorial University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Alkalinity; Hydroxide; Carbonate; Infrared spectroscopy; Ocean chemistry; Infrared; Global warming; Spectroscopy; Seawater","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003001779,0.0002568773,0.0001812485,0.0009253937,0.0002922314,0.0006657943,0.0002357844,0.0002843129,0.003501443],"category_scores_gemma":[0.0002651011,0.0001647623,0.0002418871,0.000655373,0.0002822202,0.000550301,0.0002578417,0.0003199189,0.0004900493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202115,"about_ca_system_score_gemma":0.0001513079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005543525,"about_ca_topic_score_gemma":0.001218959,"domain_scores_codex":[0.9998243,0.00001255491,0.000007944643,0.00003083259,0.00009383391,0.0000305453],"domain_scores_gemma":[0.999843,0.00003369274,0.00002976864,0.00001561166,0.00006138916,0.00001650248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009246012,0.00001964576,0.0006072586,0.0001181261,0.000005550438,0.00007661735,0.00005730094,0.0001718929,0.9910069,0.000312702,0.0001341646,0.007397272],"study_design_scores_gemma":[0.000006827579,0.0002379647,0.008272629,0.00002381119,0.00001961126,0.0001430336,0.000222568,0.000991167,0.9825028,0.00008901009,0.007477894,0.00001275669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831717,0.002837186,0.002836166,0.0000700184,0.00004061264,0.00003276584,0.0003515114,0.0001295678,0.01053039],"genre_scores_gemma":[0.982667,0.00218081,0.007070311,0.00005329075,0.00002025248,0.00002517337,0.0004847736,0.00006385078,0.007434417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003501443,"threshold_uncertainty_score":0.0117135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07123583082923216,"score_gpt":0.3436555503803026,"score_spread":0.2724197195510705,"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."}}