{"id":"W2810082236","doi":"","title":"BCGS Symposium: Minds gather in Canada for rare earths research","year":2015,"lang":"en","type":"article","venue":"Industrial Minerals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Rare earth; Work (physics); Engineering; Computer science; Earth science; Geology; Mechanical engineering; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004469603,0.00009160017,0.0001430192,0.0001226691,0.00003016742,0.00004432061,0.0001087725,0.0001232568,0.0001145571],"category_scores_gemma":[0.0002665704,0.000090602,0.0000189132,0.0003098747,0.00001308422,0.0001451948,0.000009780734,0.0002615027,0.00002404876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168377,"about_ca_system_score_gemma":0.0009212441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1933075,"about_ca_topic_score_gemma":0.5927922,"domain_scores_codex":[0.9990444,0.00004771105,0.0002436205,0.0001275337,0.0002611105,0.0002756483],"domain_scores_gemma":[0.9993958,0.0001773338,0.0000186215,0.0001146838,0.0001569239,0.0001365679],"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":[0.00004717134,0.00001170803,0.0006421745,0.00001143523,0.000009371586,0.000007662285,0.0002876407,0.01226027,0.006297019,0.00009690508,0.9789956,0.001333],"study_design_scores_gemma":[0.001336873,0.00004014075,0.00003372137,0.00002491871,0.000002590139,0.000003515714,0.0006406025,0.003004452,0.008427266,0.0001175004,0.9862304,0.0001379762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8614643,0.0003817749,0.00007647782,0.003248553,0.002229574,0.0008770832,0.0000730975,0.0001045879,0.1315445],"genre_scores_gemma":[0.954102,0.00001139215,0.00007397643,0.00008049179,0.0007075437,0.00005587832,0.00002595267,0.00002676687,0.04491594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3994847,"threshold_uncertainty_score":0.8120643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2465962151635313,"score_gpt":0.3431647929204045,"score_spread":0.09656857775687322,"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."}}