{"id":"W7064710267","doi":"","title":"A comparative study of solid alkaline materials
\\nfor ocean alkalinity enhancement using infrared
\\nspectroscopy","year":2023,"lang":"en","type":"other","venue":"Memorial University Research Repository (Memorial University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Alkalinity; Hydroxide; Carbonate; Ocean chemistry; Seawater; Alkaline earth metal; Carbonate Ion; Work (physics)","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":[0.0002903894,0.0002041714,0.0001201768,0.0006841368,0.0002172727,0.0005423446,0.0002055085,0.000225498,0.002935788],"category_scores_gemma":[0.0002076329,0.0001382802,0.000218148,0.0004302365,0.0002917673,0.0004474862,0.0001981734,0.0002624675,0.0004860668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774791,"about_ca_system_score_gemma":0.0001376397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005717656,"about_ca_topic_score_gemma":0.001166908,"domain_scores_codex":[0.9998553,0.00001425029,0.000006292367,0.0000285774,0.00006666686,0.00002890133],"domain_scores_gemma":[0.9998438,0.00004793799,0.00003110182,0.00001579402,0.00004596617,0.00001533772],"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":[0.00007894677,0.00001421068,0.0004369514,0.00009501099,0.000004132548,0.00006178469,0.00004662041,0.0001422358,0.994239,0.0002966392,0.00007695039,0.004507577],"study_design_scores_gemma":[0.000004243511,0.0001727589,0.006000676,0.00001422367,0.00001153275,0.000127359,0.0001637078,0.0009551691,0.9881552,0.00006312382,0.004322576,0.000009408977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816141,0.001857088,0.004417296,0.00004822178,0.0000233618,0.00002997865,0.000446471,0.0001032656,0.01146025],"genre_scores_gemma":[0.9762428,0.002103465,0.01221471,0.00004251243,0.00001375098,0.00002684058,0.0006682082,0.00007423937,0.008613487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002935788,"threshold_uncertainty_score":0.009821236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03883913182446345,"score_gpt":0.3122211313455139,"score_spread":0.2733819995210505,"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."}}