{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007589911,0.0007474868,0.0007302416,0.0001968666,0.0002853693,0.0007140927,0.0004270402,0.0007529265,0.0005887785],"category_scores_gemma":[0.0005159316,0.0003291232,0.000530088,0.0003973619,0.0003759029,0.0003787769,0.000311139,0.0006310726,0.0002439203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000639216,"about_ca_system_score_gemma":0.0004556819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00625601,"about_ca_topic_score_gemma":0.004014663,"domain_scores_codex":[0.9992749,0.0001450062,0.00003897016,0.0001713894,0.0002792043,0.00009048165],"domain_scores_gemma":[0.9995635,0.0001906977,0.00006107255,0.00003639574,0.0001037262,0.00004463772],"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":[0.0001237065,0.00002865506,0.0003309342,0.00007129575,0.00001063897,0.0000279693,0.00004028648,0.0001875733,0.9979449,0.00001655657,0.000008396555,0.001209086],"study_design_scores_gemma":[0.00001384047,0.0004740118,0.004791579,0.000006991784,0.00002093489,0.00004062467,0.00004278945,0.0008412093,0.993023,0.000007242361,0.000726861,0.00001078714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945733,0.001521502,0.002658954,0.00005415353,0.00002032526,0.00003100722,0.0002565966,0.00004655566,0.0008376667],"genre_scores_gemma":[0.9868613,0.001531897,0.008038903,0.00003805088,0.00001039665,0.00007446433,0.000720962,0.0000327413,0.002691432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00625601,"threshold_uncertainty_score":0.01243919,"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."}}