{"id":"W2148044477","doi":"10.1007/s00300-006-0155-0","title":"Environmental controls on microbial colonization of high Arctic cryptoendolithic habitats","year":2006,"lang":"en","type":"article","venue":"Polar Biology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Toronto","funders":"Eurostars","keywords":"Arctic; Biology; Habitat; Ecology; Dominance (genetics); Snowmelt; Colonization; Snow; Moisture; Desiccation; Meltwater; Tundra; Glacial period","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001883428,0.0001111795,0.0001875233,0.00005107265,0.00009036303,0.000005847622,0.0001814584,0.0001257536,0.002529595],"category_scores_gemma":[0.0000795224,0.0001003895,0.00004967827,0.00007582175,0.0004940997,0.00005001089,0.0001101435,0.0001235881,0.00083228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779375,"about_ca_system_score_gemma":0.00001063717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003223406,"about_ca_topic_score_gemma":0.0013118,"domain_scores_codex":[0.9988227,0.000208037,0.0002095506,0.0002566982,0.00009600132,0.0004070517],"domain_scores_gemma":[0.9995528,0.0001178064,0.00008890253,0.000171162,0.0000032286,0.0000660354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001072642,0.0002183424,0.5669678,0.000003550927,0.00001159136,0.000004384407,0.00001691477,0.0001094946,0.4292744,0.001838759,0.0008935072,0.0005540565],"study_design_scores_gemma":[0.001003238,0.0007596047,0.9676703,0.000003153085,0.000008673002,0.00001608442,0.000007439654,0.0000719883,0.01836839,0.004699869,0.007261124,0.0001301697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979772,0.00006624491,0.000205912,0.0004035529,0.0001185218,0.0002141552,0.0001404321,0.00001373718,0.0008602538],"genre_scores_gemma":[0.9988922,0.00001388881,0.0003785148,0.0002970665,0.00006561627,0.0000119968,0.0001540251,0.00001066724,0.0001759565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.410906,"threshold_uncertainty_score":0.9999457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005980844771775777,"score_gpt":0.2191169020654998,"score_spread":0.213136057293724,"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."}}