{"id":"W2013794454","doi":"10.1179/1743280413y.0000000017","title":"Inclusions in magnesium and its alloys: a review","year":2013,"lang":"en","type":"review","venue":"International Materials Reviews","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Magnesium; Metallurgy; Materials science; Corrosion","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001557288,0.0006567496,0.002744318,0.0002144554,0.0001058575,0.0002745673,0.001243616,0.0002420265,0.02122988],"category_scores_gemma":[0.000442447,0.000448853,0.0002622609,0.0002556661,0.00006609819,0.0003460487,0.000996199,0.0002046774,0.007944797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504142,"about_ca_system_score_gemma":0.0001273558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001941765,"about_ca_topic_score_gemma":0.00002720268,"domain_scores_codex":[0.9953262,0.0006461903,0.00240727,0.0008531147,0.0003667656,0.0004004498],"domain_scores_gemma":[0.9979307,0.0001128586,0.001055311,0.000606395,0.0001469002,0.0001478364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006072144,0.0002096826,3.745062e-7,0.2079531,0.00003125246,0.00002104012,0.000046044,9.21883e-8,0.01537427,0.005874217,0.02265879,0.7478251],"study_design_scores_gemma":[0.00009385298,0.00001811851,0.00000152577,0.03909036,0.0002212321,0.00008798249,0.000001829415,0.000001241206,0.0001321925,0.0000675431,0.959834,0.0004501161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006255754,0.991446,0.000002914604,0.0009368754,0.001142703,0.004590244,0.0002903278,0.00006052111,0.00146782],"genre_scores_gemma":[0.000008933212,0.9890152,0.0005007028,0.0009284763,0.0004274508,0.00587247,0.000249031,0.00007101812,0.002926753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9371752,"threshold_uncertainty_score":0.9997963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08311832649104074,"score_gpt":0.35965733615041,"score_spread":0.2765390096593692,"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."}}