{"id":"W4237531634","doi":"10.1557/mrs.2013.148","title":"CAREER CENTRAL","year":2013,"lang":"en","type":"article","venue":"MRS Bulletin","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Strong","keywords":"Materials science; Geology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001059219,0.00005566932,0.00007232875,0.00001563466,0.0002977649,0.00008201277,0.0001052123,0.00003559382,0.01079962],"category_scores_gemma":[0.0001184766,0.00004795607,0.00003985354,0.00005886725,0.000127745,0.00004336475,0.00002919183,0.0000485151,0.004849942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002110651,"about_ca_system_score_gemma":0.00002667206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009125132,"about_ca_topic_score_gemma":0.000717698,"domain_scores_codex":[0.9992304,0.00005644647,0.00007481433,0.00009220371,0.000181143,0.0003650262],"domain_scores_gemma":[0.9996853,0.00004565285,0.00001907484,0.00008010773,0.00004417303,0.0001257116],"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":[0.000002649034,0.00003285942,0.04764353,0.000003732356,0.00001449401,0.000003033301,0.0404221,0.00000142223,0.0000327186,0.003844967,0.8943499,0.01364862],"study_design_scores_gemma":[0.00008930171,0.0000120804,0.08316784,0.000004286286,0.000003324805,1.581073e-7,0.01010812,4.134596e-7,0.00002028745,0.0003943014,0.9061238,0.00007612984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4922222,0.0002641689,0.0000195562,0.03627051,0.0002822293,0.0001709631,0.00000183845,0.00008182202,0.4706867],"genre_scores_gemma":[0.9784026,0.00003736884,0.0001143512,0.001441191,0.0002592503,0.00001328005,8.825081e-7,0.000004667887,0.0197264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4861804,"threshold_uncertainty_score":0.9974732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553291836173408,"score_gpt":0.2628051362214407,"score_spread":0.2372722178597066,"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."}}