{"id":"W1991125058","doi":"10.1016/j.electacta.2012.01.067","title":"Steady-state model for anomalous Co–Ni electrodeposition in sulfate solutions","year":2012,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Alloy; Sulfate; Chemistry; Polarization (electrochemistry); Adsorption; Mass transfer; Diffusion; Kinetic energy; Deposition (geology); Thermodynamics; Electrode; Steady state (chemistry); Surface diffusion; Inorganic chemistry; Analytical Chemistry (journal); Physical chemistry; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001818968,0.0002687268,0.0003098593,0.0001146254,0.0002593811,0.0000430538,0.0002942219,0.0001510254,0.00007684692],"category_scores_gemma":[0.0000254414,0.0002757333,0.0001852606,0.0003364498,0.00004407722,0.0002226652,0.00003411675,0.0003936619,0.00002637453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776203,"about_ca_system_score_gemma":0.0000872485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001368737,"about_ca_topic_score_gemma":0.00006497366,"domain_scores_codex":[0.9976813,0.0000171264,0.000423746,0.0004085476,0.0001890039,0.001280317],"domain_scores_gemma":[0.9991711,0.0000860177,0.000146829,0.0003538971,0.00005862234,0.0001834921],"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":[0.00007309003,0.0003737649,0.0002846741,0.00002679204,0.00005590178,1.511919e-7,0.0001442143,0.00004499625,0.9949296,0.001118214,0.002706949,0.0002416578],"study_design_scores_gemma":[0.000614229,0.00003798538,0.0001112043,0.0000158184,0.0001035133,0.00001438021,0.00001593721,0.08088633,0.9114986,0.004681631,0.001594053,0.0004263088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975604,0.0003917886,0.01836951,0.0009594066,0.00001373917,0.0002445057,0.00006538539,0.0001649379,0.004186735],"genre_scores_gemma":[0.9951397,0.0001266143,0.001216888,0.0001950027,0.0002149556,0.0004530586,0.0005237258,0.00004939077,0.002080678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08343099,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711494085130509,"score_gpt":0.2568152069379828,"score_spread":0.2397002660866777,"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."}}