{"id":"W186603735","doi":"10.7202/705091ar","title":"Etude de la production d'hydrogène en bioréacteur par une bactérie photosynthétique Rhodobacter capsulatus 1. Photobioréacteur et conditions optimales de production d'hydrogène","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Algal biology and biofuel production","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chemistry; Rhodobacter; Physics; Biochemistry","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005166447,0.0007120853,0.00061743,0.0004244942,0.001567902,0.0003390711,0.0006963461,0.001100436,0.0007087354],"category_scores_gemma":[0.002033578,0.000728066,0.0003102853,0.001643165,0.005467094,0.001827961,0.0001576532,0.001239622,0.000377705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583355,"about_ca_system_score_gemma":0.0008079604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006491249,"about_ca_topic_score_gemma":0.006404626,"domain_scores_codex":[0.9925859,0.0028194,0.0008850879,0.001698971,0.0003319673,0.001678669],"domain_scores_gemma":[0.997628,0.0003545406,0.0005711596,0.0007530032,0.0002666917,0.000426618],"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":[0.0002126352,0.001098423,0.008882977,0.0004897458,0.0002108115,0.00006886956,0.007359453,0.08501558,0.8794719,0.005425519,0.002431165,0.009332908],"study_design_scores_gemma":[0.0006389064,0.0008412086,0.03863383,0.0007917954,0.0004583253,0.007814249,0.001038497,0.01317801,0.7762589,0.01159002,0.1472163,0.00153998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605377,0.004383844,0.000860607,0.02497314,0.002157963,0.0008035636,0.0000938369,0.000373323,0.005815995],"genre_scores_gemma":[0.9509835,0.008484851,0.0291113,0.000562365,0.003767631,0.0001658874,0.000148059,0.00007957238,0.006696782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1447851,"threshold_uncertainty_score":0.9997319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03648556067523097,"score_gpt":0.3226507246399355,"score_spread":0.2861651639647046,"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."}}