{"id":"W3047207585","doi":"10.5006/3624","title":"Toward a Physical Description of the Role of Germanium in Moderating Cathodic Activation of Magnesium","year":2020,"lang":"en","type":"article","venue":"CORROSION","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Engineering and Physical Sciences Research Council","keywords":"Dissolution; Cathodic protection; Anode; Materials science; Alloy; Magnesium; Polarization (electrochemistry); Cathode; Inorganic chemistry; Metallurgy; Electrode; Chemical engineering; Chemistry; Physical chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00008666804,0.0000570278,0.0001330446,0.00001694289,0.00003222217,0.000007139929,0.0001507211,0.00002928841,0.00002682673],"category_scores_gemma":[0.00003335925,0.00004027586,0.00003801375,0.0001601579,0.00005268396,0.0001059438,0.00008494224,0.00004749857,0.000002771897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001300695,"about_ca_system_score_gemma":0.00003166612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783495,"about_ca_topic_score_gemma":0.000004714233,"domain_scores_codex":[0.9993695,0.00005117526,0.0002268121,0.000124128,0.0001536766,0.00007469679],"domain_scores_gemma":[0.9995746,0.00001978572,0.0001777109,0.0001412541,0.00006774854,0.0000188989],"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":[0.000037241,0.00006371514,0.0008426667,0.0001076469,5.480212e-8,2.273918e-8,0.002523759,0.0006799126,0.9944168,0.000954672,0.000007035197,0.0003664547],"study_design_scores_gemma":[0.0001184858,0.00005938993,0.003041396,0.0000277543,0.000006250905,2.28645e-7,0.0004156493,0.03053017,0.9654913,0.0002540966,0.00001671111,0.00003856429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954056,0.00002797472,0.003607174,0.0002963698,0.00003476819,0.0001999039,0.000006228099,0.0000092658,0.0004127241],"genre_scores_gemma":[0.9995621,0.000001553493,0.0003272026,0.00003869769,0.00003124082,0.000018071,0.000001986218,0.000005630938,0.00001345042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02985026,"threshold_uncertainty_score":0.1642402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346011302892513,"score_gpt":0.2301534593407255,"score_spread":0.1955523290514742,"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."}}