{"id":"W2902216078","doi":"10.1130/abs/2018am-321233","title":"TESTING THE SUITABILITY OF THE CORALLINE ALGA <b>CLATHROMORPHUM</b> <b>COMPACTUM</b> AS A PROXY FOR PAST SEA ICE COVER IN THE ARCTIC","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cover (algebra); Arctic; The arctic; Proxy (statistics); Sea ice; Oceanography; Coralline algae; Geology; Geography; Computer science; Engineering","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":[0.002261993,0.0003899656,0.0002064254,0.000703959,0.0008126422,0.001028394,0.0006465061,0.000660676,0.0007450642],"category_scores_gemma":[0.003467138,0.0002615729,0.0005327597,0.0006699198,0.0006825159,0.0006956268,0.000528531,0.0005110918,0.0003029931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006945146,"about_ca_system_score_gemma":0.0005527051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04485958,"about_ca_topic_score_gemma":0.05184004,"domain_scores_codex":[0.9989135,0.0005320949,0.00007441013,0.0002654467,0.00009117641,0.0001233037],"domain_scores_gemma":[0.9968352,0.001601322,0.000514315,0.0002787084,0.0004536006,0.0003169558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001680568,0.0002659888,0.896585,0.00004953112,0.0003899772,0.0001168758,0.000646454,0.001700902,0.09139901,0.0002587914,0.0001146474,0.006792193],"study_design_scores_gemma":[0.0000464171,0.0007603324,0.9775319,0.00001694734,0.0001763164,0.0001529015,0.001536251,0.004969979,0.0138504,0.0001352434,0.0008019594,0.00002139501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999414,0.00003278009,0.0001301637,0.00002502746,0.000005248803,0.000002671827,0.0000894984,0.000001700996,0.0002989178],"genre_scores_gemma":[0.9993699,0.00002644543,0.0002988584,0.0000262685,0.00000319121,0.000004934561,0.0001693745,0.000004048177,0.0000969406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04485958,"threshold_uncertainty_score":0.08919698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799747699316394,"score_gpt":0.244086716090049,"score_spread":0.2060892390968851,"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."}}