{"id":"W4385713687","doi":"","title":"Effect of zirconium on periphytic freshwater communities","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Zirconium; Environmental science; Ecology; Environmental chemistry; Chemistry; Materials science; Biology; Metallurgy","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":[0.0002775008,0.0003563888,0.0005070152,0.0002572678,0.0004585403,0.001181561,0.0004294988,0.0007122264,0.002671435],"category_scores_gemma":[0.001062728,0.0003221406,0.000477237,0.0002115277,0.0006511686,0.0004068711,0.0005933738,0.0003264884,0.0002672903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008418289,"about_ca_system_score_gemma":0.0006612146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009344569,"about_ca_topic_score_gemma":0.0095494,"domain_scores_codex":[0.999651,0.00006568913,0.00002545238,0.000105989,0.00002333847,0.0001285537],"domain_scores_gemma":[0.9994069,0.0002628181,0.00008249962,0.00005352496,0.00008353717,0.0001108081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0193813,0.0001341547,0.0166565,0.0004203121,0.000206929,0.0001354548,0.0005013793,0.00109816,0.9498544,0.0004132362,0.0003075386,0.01089078],"study_design_scores_gemma":[0.0007963603,0.006598018,0.1048068,0.00005007165,0.0005258337,0.0001884224,0.0009733498,0.003700258,0.8737784,0.0006350452,0.007870156,0.00007745987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986634,0.0002942064,0.0002089675,0.00008272919,0.00003148715,0.000005932877,0.0001690644,0.00001549411,0.0005288175],"genre_scores_gemma":[0.9984106,0.0001181308,0.0002134086,0.00005053867,0.000006768309,0.000004000114,0.0001363833,0.00000859725,0.001051549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009344569,"threshold_uncertainty_score":0.01858038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630427840822001,"score_gpt":0.2639617506406807,"score_spread":0.2476574722324607,"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."}}