{"id":"W183830554","doi":"10.1007/978-1-4614-2380-5_7","title":"Production of Metallic Powders from Aqueous Solutions Without an External Current Source","year":2012,"lang":"en","type":"book-chapter","venue":"Modern aspects of electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Energy","funders":"","keywords":"Aqueous solution; Materials science; Current (fluid); Nickel; Electrochemistry; Metallurgy; Metal; Copper; Electrolyte; Electrode; Chemistry; Engineering; Electrical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001088407,0.0005655632,0.0007010741,0.000144912,0.00007881835,0.00002254424,0.0003519823,0.0003753281,0.000137429],"category_scores_gemma":[0.00001601373,0.000600639,0.0002636547,0.00005615223,0.0001143428,0.0001686047,0.00004241239,0.000971707,0.000009179533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485109,"about_ca_system_score_gemma":0.0001252574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002462971,"about_ca_topic_score_gemma":0.00003405244,"domain_scores_codex":[0.9977366,0.0000158108,0.0006130685,0.0005017389,0.0004960547,0.0006367095],"domain_scores_gemma":[0.9985864,0.00002162445,0.000384692,0.0006374824,0.0001832056,0.0001866156],"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":[0.00004320496,0.00008846547,0.000005381201,0.000296749,0.000265211,0.000001142529,0.0001804803,0.0004493521,0.9807441,0.00162207,0.00009831469,0.01620549],"study_design_scores_gemma":[0.0002640415,0.00009554879,0.000006681233,0.0003794231,0.000375171,0.00005110846,0.000005654733,0.003275231,0.9651828,0.02889626,0.0008436354,0.0006244162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5080717,0.1813444,0.1185851,0.00017347,0.001120978,0.001479661,0.0001822561,0.002264162,0.1867783],"genre_scores_gemma":[0.9884736,0.00118682,0.0004503289,0.000008880281,0.0006292636,0.00002103915,0.0002740627,0.0001902023,0.008765794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4804019,"threshold_uncertainty_score":0.9996445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226136495953412,"score_gpt":0.2113678624462605,"score_spread":0.1991064974867264,"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."}}