{"id":"W4414501912","doi":"10.1371/journal.pone.0333261","title":"The effect of temperature and nitrogen source modulation on Pseudomonas fluorescens AQP671 ice recrystallization inhibition activity","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lallemand (Canada)","funders":"European Regional Development Fund","keywords":"Pseudomonas fluorescens; Nitrogen; Incubation; Pseudomonas; Recrystallization (geology); Metabolic activity; Pseudomonadales; Pseudomonadaceae","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":[0.0001629094,0.0003908014,0.0004478153,0.0001478375,0.0001345906,0.0003446675,0.0002321302,0.0002302227,0.0008596298],"category_scores_gemma":[0.0003379314,0.0001275555,0.0002425383,0.000221379,0.0002066038,0.0003547842,0.0002943683,0.0005370675,0.000214589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239531,"about_ca_system_score_gemma":0.0003267175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002729147,"about_ca_topic_score_gemma":0.0026181,"domain_scores_codex":[0.9997804,0.00002947857,0.00002035208,0.00004154679,0.00006740798,0.00006084074],"domain_scores_gemma":[0.9998055,0.00005420834,0.00004663141,0.00001519018,0.00004038011,0.00003816041],"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":[0.000203539,0.00006008768,0.0002054341,0.00004881611,0.000003342252,0.0000218058,0.00001603349,0.00005942254,0.9982192,0.00001122306,0.00002745032,0.001123706],"study_design_scores_gemma":[0.000007171506,0.0005616063,0.007946493,0.000007333603,0.00001062522,0.00004888009,0.00005223852,0.0005146438,0.990236,0.00001593091,0.0005870857,0.00001200011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971215,0.0008190204,0.0005196358,0.0001030836,0.00002868627,0.00002188539,0.0004627432,0.0000348914,0.0008885351],"genre_scores_gemma":[0.9969145,0.0005268215,0.001021063,0.00005061674,0.000008837441,0.00003164846,0.0004175593,0.00001665684,0.00101246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002729147,"threshold_uncertainty_score":0.005426466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142310830560625,"score_gpt":0.2023205288625697,"score_spread":0.1908974205569635,"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."}}