{"id":"W2163345584","doi":"10.1111/1462-2920.12517","title":"Validation of a new catalysed reporter deposition–fluorescence <i>in situ</i> hybridization probe for the accurate quantification of marine <scp> <i>B</i> </scp> <i>acteroidetes</i> populations","year":2014,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Ministerio de Ciencia e Innovación","keywords":"Biology; In situ; Fluorescence in situ hybridization; Fish <Actinopterygii>; In silico; Phylotype; Pyrosequencing; Ribosomal RNA; Marine fish; Molecular probe; Computational biology; 16S ribosomal RNA; Molecular biology; Genetics; Gene; Fishery","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":[0.001756021,0.001020984,0.0006545706,0.0005051476,0.0004215745,0.0005521838,0.0006795725,0.001415664,0.001007996],"category_scores_gemma":[0.002139422,0.0003947758,0.0005061059,0.0005381684,0.0006323761,0.0005841648,0.0006724496,0.000783004,0.0008497775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004513609,"about_ca_system_score_gemma":0.0004366302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846535,"about_ca_topic_score_gemma":0.002131608,"domain_scores_codex":[0.9985036,0.0003018853,0.0001105076,0.0005676735,0.0003575473,0.0001589207],"domain_scores_gemma":[0.999036,0.0003005604,0.0001893266,0.0001355594,0.0002691679,0.00006944474],"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":[0.00002927925,0.000006748042,0.0004620281,0.00002212418,0.000002135208,0.00001164555,0.00002015892,0.00007880963,0.9982216,0.00002176017,0.00001084331,0.001112946],"study_design_scores_gemma":[0.000009504073,0.0003030789,0.005408123,0.000009334141,0.00002195722,0.000207323,0.00006161438,0.002446463,0.9896751,0.00004591692,0.001792624,0.00001885922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692799,0.0007253918,0.125978,0.0003011831,0.0001098064,0.0002197878,0.00119427,0.0004182774,0.001773249],"genre_scores_gemma":[0.7824246,0.0007348995,0.2081162,0.0003091639,0.00003680039,0.0006103613,0.003183888,0.0001879815,0.004396072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001846535,"threshold_uncertainty_score":0.00928688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742329433783694,"score_gpt":0.2315367365491871,"score_spread":0.2141134422113502,"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."}}