{"id":"W4386127416","doi":"10.1371/journal.pone.0285507","title":"Electrochemical cells from water ice? Preliminary methods and results","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Electrochemistry; Environmental science; Chemistry; Electrode","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004074762,0.00007825373,0.0001229141,0.00005660218,0.00008079489,0.00003584485,0.00009235004,0.00005897251,0.0003816992],"category_scores_gemma":[0.0001082277,0.00005010616,0.00001893982,0.0001103703,0.00004890384,0.00006145641,0.00001432963,0.00009540305,0.0007959745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001208803,"about_ca_system_score_gemma":0.000008246974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006836082,"about_ca_topic_score_gemma":0.000008235943,"domain_scores_codex":[0.9991004,0.0001585322,0.0001469984,0.0002335595,0.0001489601,0.0002115827],"domain_scores_gemma":[0.9990627,0.0006582899,0.00002544568,0.0001467408,0.00001610496,0.00009068405],"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":[0.0004538482,0.00005763014,0.001868261,0.00002353991,0.00005204391,0.000008452085,0.0003191789,0.000005758959,0.9903964,0.000001226064,0.0007599119,0.006053761],"study_design_scores_gemma":[0.0002062031,0.0001666888,0.06959112,0.0000205228,0.00003723315,8.180844e-7,0.0000289716,0.007134835,0.9212639,0.0002958091,0.00115131,0.0001025911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974154,0.0002812414,0.00004548615,0.001034395,0.00004167076,0.0001130682,0.00007659395,0.0001031654,0.0008890026],"genre_scores_gemma":[0.9807943,0.0002823789,0.01638839,0.0001581811,0.0001348673,0.000001301698,0.0004430456,0.000004586451,0.001792964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06913249,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593164450621459,"score_gpt":0.2524159508606121,"score_spread":0.2164843063543975,"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."}}