{"id":"W1981087632","doi":"10.1016/j.bej.2007.03.003","title":"Experimental study of the immobilization of Acidithiobacillus ferrooxidans on carbon based supports","year":2007,"lang":"en","type":"article","venue":"Biochemical Engineering Journal","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Polishing; Acidithiobacillus ferrooxidans; Activated carbon; Graphite; Materials science; Surface roughness; Fiber; Adhesion; Carbon fibers; Surface finish; Chemical engineering; Composite material; Chemistry; Metallurgy; Adsorption; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.0003124523,0.0001238013,0.0001489716,0.00009766323,0.00002356351,0.000007941989,0.0001277797,0.00007137753,0.00001985666],"category_scores_gemma":[0.00006196021,0.00009101598,0.00008655308,0.0001713755,0.0000143785,0.00002814078,0.00001404212,0.0002898792,3.310921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008029566,"about_ca_system_score_gemma":0.00001135362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003393916,"about_ca_topic_score_gemma":5.220077e-7,"domain_scores_codex":[0.999083,0.00001329537,0.0003744054,0.00008120618,0.0002959816,0.0001521216],"domain_scores_gemma":[0.999636,0.00003835257,0.00007503407,0.0001449371,0.00003155687,0.00007414892],"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":[0.00002153402,0.0002343557,0.0002501975,0.00002163577,0.00002185794,0.000003080858,0.0001482598,0.06746667,0.9316177,0.000009001734,0.00001749754,0.0001882641],"study_design_scores_gemma":[0.0004201051,0.0001789836,0.0030221,0.00006417677,0.0000121938,0.00002213107,0.0002269085,0.02893774,0.9669634,5.358473e-7,0.00005695264,0.00009484692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945173,0.0001116684,0.004305859,0.00000448935,0.0006310495,0.0001065619,0.000001280712,0.00004025541,0.0002814922],"genre_scores_gemma":[0.9995984,0.000001591271,0.0002771663,0.00000547439,0.00009107737,0.000001487215,9.574309e-7,0.00001884335,0.000005033725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03852892,"threshold_uncertainty_score":0.3711524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009243851445709227,"score_gpt":0.2254885964979741,"score_spread":0.2162447450522649,"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."}}