{"id":"W7052669826","doi":"","title":"Selective removal of gallium from aqueous solutions using organophosphorus ligands","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phosphinate; Gallium; Aqueous solution; Ligand (biochemistry); Sodium; Chelation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001432891,0.0004835618,0.000211474,0.0002246776,0.000308076,0.0004313419,0.0003429197,0.00047049,0.001572594],"category_scores_gemma":[0.0001896109,0.0002093117,0.0002569954,0.0001470927,0.0001697443,0.0002273566,0.0004461299,0.0002927243,0.001163487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873249,"about_ca_system_score_gemma":0.0002517459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145254,"about_ca_topic_score_gemma":0.003050087,"domain_scores_codex":[0.9998685,0.00001519058,0.000009719485,0.00003842627,0.00003129285,0.00003672603],"domain_scores_gemma":[0.9999336,0.00001639867,0.00001424245,0.000008396895,0.00001994867,0.000007489466],"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":[0.00003160126,0.000004495676,0.00005366775,0.00007779831,0.000003468289,0.00003573237,0.0000179553,0.00004247684,0.9973682,0.00003621112,0.0001048541,0.002223594],"study_design_scores_gemma":[0.000002960894,0.00005123097,0.0001823844,0.000004370029,0.000004049812,0.00003303086,0.000008770974,0.0001659694,0.997856,0.000007553211,0.001681619,0.00000201055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570999,0.003861044,0.02180738,0.0004539248,0.0001381562,0.0001597281,0.0007125328,0.0005365467,0.01523085],"genre_scores_gemma":[0.9547648,0.002635281,0.0134787,0.0002826868,0.00002184145,0.00008824565,0.0007082925,0.0001511162,0.027869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001572594,"threshold_uncertainty_score":0.005260825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607700968206067,"score_gpt":0.22185700430524,"score_spread":0.2057799946231793,"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."}}