{"id":"W2007690682","doi":"10.1007/s00300-011-1008-z","title":"Abundant dissolved genetic material in Arctic sea ice Part II: Viral dynamics during autumn freeze-up","year":2011,"lang":"en","type":"article","venue":"Polar Biology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Seawater; Sea ice; Oceanography; Arctic ice pack; Entrainment (biomusicology); Biology; Salinity; Brine; Geology; Chemistry; Physics","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":[0.0001444344,0.0002458364,0.000371226,0.0007681052,0.001009755,0.001033023,0.0001802924,0.0003576504,0.000916877],"category_scores_gemma":[0.000286737,0.0001852922,0.0001806105,0.0005061472,0.0004177807,0.0003976588,0.0004302012,0.0003424271,0.0002207686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006681745,"about_ca_system_score_gemma":0.0003705673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467361,"about_ca_topic_score_gemma":0.01957503,"domain_scores_codex":[0.999945,0.000003673513,0.000003072331,0.00001577198,0.000009918032,0.00002250261],"domain_scores_gemma":[0.999816,0.00003015382,0.00003446267,0.000007202168,0.00005711358,0.00005507445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002135885,0.0001238668,0.6656815,0.0001434028,0.0001097688,0.0004783554,0.001417316,0.0007662479,0.3164502,0.0002358945,0.0004090396,0.0120485],"study_design_scores_gemma":[0.000008425572,0.0001125197,0.9903888,0.00001302404,0.00002338003,0.00007641628,0.0009689301,0.0003874166,0.007150226,0.0000488901,0.0008141111,0.00000779041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991971,0.0001538234,0.00005628754,0.00001227009,0.000005364936,0.000001791023,0.0002200384,0.000002262339,0.0003511226],"genre_scores_gemma":[0.9985114,0.000133974,0.00007051286,0.00001508978,0.000008304338,0.000007286891,0.0006883537,0.000004450387,0.0005605829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01467361,"threshold_uncertainty_score":0.02917635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009801336886339627,"score_gpt":0.2148728778680005,"score_spread":0.2050715409816608,"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."}}