{"id":"W7055115435","doi":"","title":"Bio-optical characterization of bottom ice algae in snow-covered landfast sea ice in Baffin Bay, Nunavut","year":2017,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Institut Polaire Français Paul Emile Victor; Centre National d’Etudes Spatiales; Canadian Space Agency; Agence Nationale de la Recherche; ArcticNet","keywords":"Sea ice; Algae; Arctic ice pack; Antarctic sea ice; Arctic; Drift ice; Melt pond","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":[0.0001533451,0.0002384069,0.0001942461,0.0009423686,0.00144194,0.0007399046,0.0003270993,0.0002031905,0.0006915656],"category_scores_gemma":[0.0001587609,0.0001767957,0.0001341129,0.0007385577,0.0003732695,0.0001803274,0.0002575967,0.0002504951,0.0002160825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084205,"about_ca_system_score_gemma":0.001564017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.583067,"about_ca_topic_score_gemma":0.8235235,"domain_scores_codex":[0.9998926,0.000003725808,0.000003552859,0.00003220606,0.00004011677,0.00002767549],"domain_scores_gemma":[0.9998649,0.000008538316,0.00001353361,0.000003047012,0.00007996865,0.00002993916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000213326,0.00007101842,0.7401643,0.00008792098,0.00004114937,0.0003648712,0.003936639,0.000655313,0.239928,0.00008801889,0.0003582675,0.01409121],"study_design_scores_gemma":[0.000002018711,0.00002354808,0.9916231,0.00001101104,0.000008722933,0.00004824638,0.002631859,0.0004712797,0.004504822,0.0000100038,0.0006609993,0.000004364273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981195,0.0001202229,0.0001490901,0.00001821122,0.000003481198,0.000009530877,0.0002615405,0.000005693491,0.001312757],"genre_scores_gemma":[0.9956049,0.0002572042,0.0009054517,0.00004627921,0.000002826714,0.00001835301,0.0006953813,0.00001045602,0.002459137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416933,"threshold_uncertainty_score":0.8387768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086615683655836,"score_gpt":0.2261956530388915,"score_spread":0.2153294962023332,"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."}}