{"id":"W2343179256","doi":"10.1007/978-3-319-28235-0_1","title":"Rare Earth Elements and Minerals","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Magnetic Properties of Alloys","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Rare earth; Earth (classical element); Astrobiology; Earth science; Geology; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001479219,0.0002368258,0.0002620804,0.00004971016,0.00004607446,0.00007351727,0.0002375867,0.0001408952,0.07240548],"category_scores_gemma":[0.00002204606,0.0001473039,0.00003843665,0.0000033033,0.0001378814,0.00008972335,0.0002765746,0.0000584596,0.003020577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001128902,"about_ca_system_score_gemma":0.0000340926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001151648,"about_ca_topic_score_gemma":0.00002837036,"domain_scores_codex":[0.9988266,0.000009201362,0.0002825079,0.0003831204,0.0002697669,0.0002288582],"domain_scores_gemma":[0.9993345,0.0000262653,0.0001085347,0.0003686294,0.00005685919,0.0001052637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004880187,0.00001055531,0.00001947012,0.0001256357,0.00002514269,0.0000374024,0.00004081476,4.461952e-8,0.7250488,0.1796536,0.0765441,0.01844564],"study_design_scores_gemma":[0.0003325747,0.000140747,0.00001607553,0.0001559899,0.00001973516,0.00001116678,0.000001686716,0.000001342483,0.01314594,0.006200271,0.9796187,0.0003557689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002803667,0.000577563,0.00001251748,0.0004911089,0.0002707638,0.0002378925,0.00005571343,0.00008135805,0.9954694],"genre_scores_gemma":[0.001418367,0.0001666738,0.00255399,0.0004700811,0.0001760118,0.000006691559,0.000004067447,0.00003467008,0.9951695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9030746,"threshold_uncertainty_score":0.9977557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945029161007079,"score_gpt":0.2146676914956263,"score_spread":0.1952173998855555,"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."}}