{"id":"W2085624555","doi":"10.1007/s11837-007-0102-8","title":"Magnesium global development: Outcomes from the TMS 2007 annual meeting","year":2007,"lang":"en","type":"article","venue":"JOM","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Plenary session; Automotive industry; Session (web analytics); Magnesium; Globalization; Political science; Engineering; Business; Computer science; Library science; Metallurgy; Advertising; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336396,0.0007298138,0.0003103169,0.001330371,0.0007613273,0.002123923,0.0005583982,0.001803126,0.01121289],"category_scores_gemma":[0.001411151,0.0001148387,0.0005333343,0.001672445,0.0002926102,0.0006770213,0.001884251,0.0006769648,0.004111722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718884,"about_ca_system_score_gemma":0.005067768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593393,"about_ca_topic_score_gemma":0.04913392,"domain_scores_codex":[0.9995342,0.000035101,0.00001197198,0.0000202102,0.0002708726,0.0001277174],"domain_scores_gemma":[0.9989767,0.00005883869,0.0001176564,0.00002585681,0.0004502497,0.0003706385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001086472,0.0001898944,0.01661645,0.0006515801,0.00005764265,0.0005197682,0.0002904827,0.001712737,0.001520398,0.006457929,0.903013,0.06788365],"study_design_scores_gemma":[0.0001338392,0.0002482068,0.1332167,0.0001426872,0.00008283542,0.0001912132,0.001490945,0.0009076518,0.00277383,0.001368765,0.8594174,0.00002590256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2674008,0.02089396,0.004627624,0.1946963,0.02351991,0.000642904,0.100215,0.002691899,0.3853116],"genre_scores_gemma":[0.5135439,0.02149371,0.006173152,0.01399903,0.006099275,0.0004542909,0.05757741,0.0004635305,0.3801957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01593393,"threshold_uncertainty_score":0.03751081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167541029188668,"score_gpt":0.2508191255508477,"score_spread":0.2340650226319809,"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."}}