{"id":"W4206887734","doi":"","title":"Synthèse et caractérisation de nanoparticules biohybrides multicouches","year":2012,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003793757,0.0003854932,0.0004279989,0.0002534582,0.0003341578,0.0005261931,0.0003099833,0.0007309978,0.002359887],"category_scores_gemma":[0.0005666623,0.0002937252,0.0004578677,0.0002142582,0.0003247171,0.0004392128,0.0003747011,0.0005003464,0.0006975726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004344681,"about_ca_system_score_gemma":0.0002142551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005148494,"about_ca_topic_score_gemma":0.0009842977,"domain_scores_codex":[0.9997395,0.0000313236,0.00001783002,0.0000930058,0.00006960866,0.0000487182],"domain_scores_gemma":[0.9997662,0.0000967529,0.00002925927,0.00003439207,0.00005309403,0.00002037348],"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":[0.00005593637,0.0000151052,0.00004230638,0.00004141521,0.000006628474,0.00002800957,0.00003751374,0.0001936466,0.9980957,0.00007523681,0.0000257093,0.001382798],"study_design_scores_gemma":[0.000005682593,0.00007271521,0.0001795717,0.000001994923,0.000009040682,0.00002664583,0.00001511202,0.0003011787,0.9983451,0.00001636166,0.001022419,0.000004083334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881867,0.0007951566,0.008718478,0.00009643879,0.00008288883,0.0000475417,0.000151625,0.0001511372,0.00177004],"genre_scores_gemma":[0.9800081,0.0005493062,0.01196778,0.00008718283,0.00001240543,0.0001185124,0.0002357275,0.0001000268,0.006920865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002359887,"threshold_uncertainty_score":0.007894635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942478281218894,"score_gpt":0.238155920511218,"score_spread":0.218731137699029,"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."}}