{"id":"W201770148","doi":"10.1016/s1002-0721(14)60096-x","title":"Physicochemical aspects of allanite flotation","year":2014,"lang":"en","type":"article","venue":"Journal of Rare Earths","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Allanite; Zeta potential; Gangue; Quartz; Chemistry; Mineral; Mineralogy; Chemical engineering; Inorganic chemistry; Chromatography; Materials science; Metallurgy; Organic chemistry; Nanoparticle; Physical chemistry","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":[],"category_scores_codex":[0.0001766112,0.00004583542,0.0001070853,0.00002993152,0.00001676661,0.000008813072,0.00008059957,0.00002490123,0.0009807904],"category_scores_gemma":[0.00007722168,0.00003761446,0.00005587531,0.00008255998,0.00003492153,0.0001524153,0.00001309743,0.00006506402,0.00005613767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001410713,"about_ca_system_score_gemma":0.000006533016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006697129,"about_ca_topic_score_gemma":0.000007772075,"domain_scores_codex":[0.9993744,0.00004173625,0.000238038,0.00005002287,0.0002396738,0.00005613644],"domain_scores_gemma":[0.9995806,0.000038486,0.0002356533,0.00006579961,0.00003364119,0.00004584456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002826622,0.00007111383,0.00314281,0.000007023628,0.000008614948,0.000002365149,0.0004955621,0.0003983841,0.95755,0.001820116,0.01874625,0.0177295],"study_design_scores_gemma":[0.0006122364,0.0004375829,0.04895661,0.0000388772,0.0000156294,0.00004565731,0.00005792456,0.002419965,0.8909811,0.008450365,0.0478445,0.0001394958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632291,0.00001351096,0.00447848,0.0002423303,0.00006328071,0.00004054044,7.782977e-7,0.00001109114,0.03192091],"genre_scores_gemma":[0.9968336,0.000009047774,0.002692943,0.0001713149,0.0000753642,4.422287e-7,0.000001387266,0.000003868639,0.0002119886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06656884,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007493974175158984,"score_gpt":0.2388319031137602,"score_spread":0.2313379289386012,"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."}}