{"id":"W1509543859","doi":"","title":"ELECTROCHEMICAL POLARIZATION BEHAVIOUR OF Mg-Al ALLOYS IN NEAR-NEUTRAL SOLUTIONS","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Electrochemistry; Polarization (electrochemistry); Materials science; Metallurgy; Electrode; Chemistry; Physical chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002370765,0.0004501085,0.0003110951,0.0002494113,0.0001849684,0.0003711304,0.0003408075,0.0005265371,0.001015201],"category_scores_gemma":[0.000588857,0.0001391917,0.0001828142,0.0003415942,0.0002221186,0.0003145585,0.0002300851,0.0006568371,0.0004060831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572657,"about_ca_system_score_gemma":0.0001194477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006170704,"about_ca_topic_score_gemma":0.0005875256,"domain_scores_codex":[0.9996786,0.00007714036,0.00001882016,0.00005376028,0.0001257837,0.00004589826],"domain_scores_gemma":[0.9997165,0.00009212452,0.00004302392,0.00001710877,0.0001024387,0.00002882919],"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":[0.0001082889,0.00001281313,0.0003628806,0.00007567002,0.00000970953,0.00007076405,0.00008388545,0.00004984869,0.9951506,0.00004641439,0.00002588499,0.004003274],"study_design_scores_gemma":[0.00000983133,0.000437406,0.003299965,0.00001298013,0.00001930234,0.0002593695,0.0001951651,0.000971994,0.9930696,0.0001066066,0.001609428,0.000008383638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854254,0.003681603,0.007007716,0.0002403989,0.00007552117,0.00003948053,0.0002410982,0.0001037554,0.003184993],"genre_scores_gemma":[0.9905219,0.00201917,0.004849277,0.0001049027,0.00003115816,0.00003607093,0.0002086177,0.00001347185,0.002215443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001015201,"threshold_uncertainty_score":0.003396153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318854678942945,"score_gpt":0.209953602067539,"score_spread":0.1967650552781096,"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."}}