{"id":"W2610517556","doi":"10.1126/sciadv.1700149","title":"A chlorine-free protocol for processing germanium","year":2017,"lang":"en","type":"article","venue":"Science Advances","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Germanium; Catechol; Chlorine; Redox; Chlorine dioxide; Quinone; Chemistry; Materials science; Inorganic chemistry; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001676901,0.00007145695,0.00006420763,0.00005076412,0.0008273845,0.0003709063,0.0005881951,0.00001568859,0.00001757898],"category_scores_gemma":[0.0001211077,0.00006065656,0.00001640974,0.00009446911,0.0002219579,0.00314888,0.0000303845,0.00004410784,0.00001240292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002035901,"about_ca_system_score_gemma":0.00006766052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.750062e-7,"about_ca_topic_score_gemma":0.00001518571,"domain_scores_codex":[0.9993676,9.783522e-7,0.0001063573,0.0001564956,0.0001761192,0.0001924257],"domain_scores_gemma":[0.9994707,0.00001057472,0.00006362802,0.0002840348,0.0001195766,0.00005154989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001253599,0.0001228538,0.001869719,0.002701788,0.000009820641,0.000005014361,0.001185516,0.01509407,0.3186156,0.01135311,0.00778643,0.6411307],"study_design_scores_gemma":[0.0004950172,0.00003147151,0.001029194,0.00004795933,0.000001727814,0.000004384695,0.00007232797,0.00869792,0.3076229,0.002932106,0.6788893,0.0001756988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00879161,0.0003673956,0.1306445,0.00194955,0.003007139,0.1675739,0.0000225212,0.00221455,0.6854289],"genre_scores_gemma":[0.6059394,0.00001065411,0.01768117,0.0001596555,0.0006485481,0.3694128,0.000001249325,0.00004134068,0.006105181],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6793237,"threshold_uncertainty_score":0.6363656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804487026727758,"score_gpt":0.3831533894701158,"score_spread":0.3451085192028382,"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."}}