{"id":"W2033364533","doi":"10.1007/s002840010317","title":"Relationship Between Antifreeze Protein and Freezing Resistance in Pseudomonas putida GR12-2","year":2001,"lang":"en","type":"article","venue":"Current Microbiology","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mutant; Antifreeze protein; Pseudomonas putida; Biology; Mutagenesis; Wild type; Bacteria; Microbiology; Mutation; Biochemistry; Molecular biology; Genetics; Gene","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":[0.0002269808,0.0003530875,0.0005420868,0.0005741981,0.0002229748,0.0004511937,0.0005284512,0.0004298892,0.001252642],"category_scores_gemma":[0.0005248489,0.0001935248,0.0003030416,0.0003809367,0.0002238159,0.0002974053,0.0002768908,0.0008723335,0.0003338404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006203513,"about_ca_system_score_gemma":0.0002677791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005625001,"about_ca_topic_score_gemma":0.003359277,"domain_scores_codex":[0.9997672,0.00004133209,0.00002368629,0.00003823487,0.00007290815,0.00005653971],"domain_scores_gemma":[0.9994173,0.0002313541,0.0001118202,0.00004361594,0.0001060406,0.00008978886],"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":[0.0002465193,0.00008563742,0.001264845,0.0000261697,0.00001339047,0.0001157689,0.00003578656,0.0001096615,0.997045,0.00005891233,0.00005679917,0.0009414886],"study_design_scores_gemma":[0.00002142507,0.0005883906,0.05628771,0.00000671111,0.00003298118,0.0008808449,0.0001787674,0.003328152,0.9377007,0.0001112767,0.0008394451,0.00002346723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982566,0.0003253314,0.0005668143,0.00008008175,0.000007919268,0.000008705249,0.000250248,0.00004627202,0.0004578876],"genre_scores_gemma":[0.998019,0.00007919637,0.0003918827,0.00002770325,0.000004530012,0.000007052068,0.0006222841,0.00001804756,0.0008304566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005625001,"threshold_uncertainty_score":0.01118451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722422178518135,"score_gpt":0.244482181835543,"score_spread":0.2172579600503617,"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."}}