{"id":"W4412335068","doi":"","title":"Potential of Zn-doped hematite nanostructures in hybrid photovoltaic biofuel cells","year":2015,"lang":"en","type":"article","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"iNano Medical (Canada)","funders":"","keywords":"Hematite; Photovoltaic system; Doping; Nanostructure; Biofuel; Materials science; Nanotechnology; Chemical engineering; Optoelectronics; Metallurgy; Waste management; Engineering; Electrical engineering","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":[0.0001152642,0.00009005282,0.0001408647,0.0001006351,0.000008341352,0.00001390736,0.00007413275,0.00003657947,0.0002092168],"category_scores_gemma":[0.00001603338,0.00007250922,0.00004099953,0.00009302785,0.00001304934,0.00009198781,0.00001591086,0.0001050083,0.00004388916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001922792,"about_ca_system_score_gemma":0.00001017317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001635601,"about_ca_topic_score_gemma":0.00004709901,"domain_scores_codex":[0.9994445,0.00001665777,0.0002125659,0.00008424279,0.0001220051,0.0001200466],"domain_scores_gemma":[0.9997754,0.000009043023,0.00002562333,0.0001054847,0.00002042846,0.00006402546],"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":[0.000006917068,0.00001244971,0.0001062841,0.00004776,0.000008697585,0.000005270428,0.00005320885,0.003512057,0.9939798,0.00003696693,0.0009762633,0.001254379],"study_design_scores_gemma":[0.000341324,0.00001508765,0.000597594,0.00001441321,0.000004696408,0.00001233417,0.0001078251,0.0296959,0.9665878,0.0003010716,0.002211145,0.0001107386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862272,0.0001400999,0.002479235,0.000007400195,0.0006090839,0.00009196826,0.000006157324,0.00009170659,0.01034713],"genre_scores_gemma":[0.9974761,0.0000148397,0.002000622,0.00003202576,0.0000362312,0.0000016566,0.000005183804,0.00001140161,0.0004219597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02739188,"threshold_uncertainty_score":0.295684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189235274964676,"score_gpt":0.2151620542221383,"score_spread":0.2032697014724916,"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."}}