{"id":"W2131380408","doi":"10.1007/s00114-006-0162-6","title":"Cold-loving microbes, plants, and animals—fundamental and applied aspects","year":2006,"lang":"en","type":"review","venue":"Die Naturwissenschaften","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":226,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Adaptation (eye); Microorganism; Biology; Biosphere; Ice formation; Ecology; Biochemical engineering; Bacteria; Engineering; Genetics","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":[0.0008891624,0.001321,0.002560363,0.002039747,0.0004895719,0.001703511,0.00146292,0.001733696,0.003159196],"category_scores_gemma":[0.0009127546,0.0003518857,0.0003874924,0.004145937,0.001431969,0.002462459,0.0010903,0.001784855,0.001964119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007826993,"about_ca_system_score_gemma":0.002035667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281058,"about_ca_topic_score_gemma":0.004610301,"domain_scores_codex":[0.9997204,0.00003704108,0.0000311693,0.0000585323,0.000124101,0.00002866826],"domain_scores_gemma":[0.9994155,0.0002611922,0.00007922116,0.0000210389,0.0001604093,0.00006262895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009069584,0.00005850087,0.0003531646,0.01171254,0.00006206403,0.0001185874,0.00009121203,0.000270282,0.003049515,0.00529055,0.01831073,0.9605922],"study_design_scores_gemma":[0.00001828654,0.00008069531,0.00180016,0.002611537,0.0001025364,0.0007587115,0.0002431808,0.00008869807,0.0008153855,0.005147381,0.9883067,0.0000266753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006646645,0.9990938,0.00008975439,0.0002181586,0.0001104528,0.000001314144,0.000006561342,0.000002793334,0.0004107906],"genre_scores_gemma":[0.000441014,0.9989997,0.0001020586,0.0000894909,0.0001460706,0.000002498581,0.00001083456,4.793782e-7,0.0002079086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003159196,"threshold_uncertainty_score":0.01056856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505979937949949,"score_gpt":0.2760196830592407,"score_spread":0.2609598836797413,"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."}}