{"id":"W7017702297","doi":"","title":"Biodiversity and activity of microbial mat communities from Canadian high Arctic ice shelf ecosystems","year":2007,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biodiversity; Arctic; Ecosystem; Microbial mat; Sea ice; Ice shelf; The arctic","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000304379,0.0002041241,0.0001893247,0.001814811,0.00217901,0.001120351,0.0003323301,0.0002611791,0.001054509],"category_scores_gemma":[0.000662412,0.0001344333,0.0002040599,0.001756728,0.0005612187,0.0002715846,0.0005862494,0.0001745688,0.0001340032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005334902,"about_ca_system_score_gemma":0.00354192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8728292,"about_ca_topic_score_gemma":0.9339065,"domain_scores_codex":[0.999761,0.00001164729,0.00001048677,0.00004452433,0.00006878186,0.0001035273],"domain_scores_gemma":[0.9995593,0.00003427992,0.00006675717,0.0000107612,0.0002011283,0.0001277048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002366117,0.00003104176,0.9683586,0.00006357412,0.0000736663,0.00004688171,0.002792219,0.0003004214,0.01312302,0.0001121363,0.0004376919,0.01442411],"study_design_scores_gemma":[6.886176e-7,0.000009416573,0.9987961,0.000004012266,0.000006226516,0.00001425984,0.0004986475,0.00006803063,0.0002106497,0.000009535908,0.0003804172,0.000002007698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981687,0.0002396186,0.00002473559,0.00002705426,0.000001539049,0.000003664376,0.0008325134,0.000001482629,0.0007007077],"genre_scores_gemma":[0.9973245,0.0003724186,0.0001295225,0.00002616007,0.000003242335,0.000006479864,0.001099424,0.000001647117,0.001036627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8728292,"threshold_uncertainty_score":0.2558394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428320000682125,"score_gpt":0.2242262536142496,"score_spread":0.2099430536074283,"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."}}