{"id":"W3165078678","doi":"","title":"Croissance de nanofils de ZnO en vue de la réalisation de cellules solaires à colorant","year":2008,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01309901,0.0006883125,0.0007697006,0.0002532178,0.0009821781,0.000703618,0.001981593,0.001153446,0.0005166493],"category_scores_gemma":[0.002045732,0.0008236396,0.0005981108,0.0005186588,0.0007514589,0.0002587191,0.0009096127,0.001255034,0.000169608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605668,"about_ca_system_score_gemma":0.001843398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04716977,"about_ca_topic_score_gemma":0.01407801,"domain_scores_codex":[0.9736052,0.02254114,0.001012524,0.001102083,0.0005568498,0.001182205],"domain_scores_gemma":[0.9906104,0.004294463,0.0008662695,0.002511496,0.001149396,0.0005679714],"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":[0.0001503585,0.002895846,0.02538534,0.0007948488,0.0006522968,0.0001988543,0.1664787,0.03109111,0.4435801,0.2857044,0.01075496,0.03231324],"study_design_scores_gemma":[0.001001328,0.000001756968,0.02256801,0.002017966,0.0002386724,0.0002026092,0.0007084662,0.0959895,0.6475577,0.00917638,0.2194712,0.001066385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.689837,0.004683382,0.220706,0.01125394,0.0002981088,0.0007228555,0.0001539407,0.0003621118,0.07198268],"genre_scores_gemma":[0.8749779,0.01214089,0.07860094,0.0002601812,0.0001308876,0.0002479232,0.0006746498,0.0001417324,0.03282485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.276528,"threshold_uncertainty_score":0.9994214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009871616140383881,"score_gpt":0.2222195012153447,"score_spread":0.2123478850749608,"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."}}