{"id":"W3211211335","doi":"10.1130/abs/2021am-367925","title":"LIFE IN THE VICINITY OF A CAMBRIAN REEF: INSIGHTS FROM THE MID-DYERAN MCDAME KONSERVAT-LAGERSTAETTE OF BRITISH COLUMBIA, CANADA","year":2021,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reef; Geology; Paleontology; Coral reef; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0003802818,0.0002033432,0.0003265799,0.001149439,0.01166492,0.00281616,0.001092302,0.0006958274,0.006296629],"category_scores_gemma":[0.0009826766,0.0002375148,0.0001168228,0.002714907,0.002489614,0.0009176771,0.002150295,0.001306348,0.0005279736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01772017,"about_ca_system_score_gemma":0.01575986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9783155,"about_ca_topic_score_gemma":0.9977217,"domain_scores_codex":[0.9996852,0.00006412822,0.000004948486,0.00002942114,0.00005447076,0.0001618157],"domain_scores_gemma":[0.9992754,0.00008143496,0.00005290803,0.00001593131,0.000253575,0.0003207023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001169073,0.00007447907,0.2186865,0.0001963573,0.00002444912,0.004082257,0.718708,0.0001446967,0.002131362,0.003079572,0.01332745,0.03942805],"study_design_scores_gemma":[0.000001791628,0.00001642507,0.4124587,0.0001559399,0.000007545771,0.0002218474,0.5587937,0.00004155683,0.00008645351,0.0001661698,0.02803594,0.00001397229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623002,0.001863502,0.000135368,0.003183488,0.00002298691,0.00003074757,0.0006059298,0.000006176315,0.03185159],"genre_scores_gemma":[0.983119,0.002050564,0.0002334423,0.0005611868,0.000007710463,0.00001472621,0.0002861689,0.00001137911,0.01371575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02168453,"threshold_uncertainty_score":0.1285694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233551835375973,"score_gpt":0.2372752405056217,"score_spread":0.2139200569680244,"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."}}