{"id":"W4239237143","doi":"10.4138/5934","title":"Abstracts - GAC Newfoundland Section - 2008 Spring Technical Meeting","year":2008,"lang":"en","type":"article","venue":"Atlantic Geology","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Spring (device); Geology; Archaeology; Oceanography; Mining engineering; Engineering; Geography; Advertising; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987464,0.0001482732,0.0002032713,0.00006526356,0.0002815259,0.00002446995,0.0005002532,0.000198373,0.00004890023],"category_scores_gemma":[0.0002625238,0.0001415648,0.0000604871,0.0002196152,0.0001303861,0.0001545745,0.0002822548,0.0002926648,0.0001432777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002740224,"about_ca_system_score_gemma":0.00005560368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391931,"about_ca_topic_score_gemma":0.0004273196,"domain_scores_codex":[0.9986099,0.00004983968,0.0002941859,0.0004334383,0.0001489091,0.0004637113],"domain_scores_gemma":[0.9991451,0.000131222,0.0001254129,0.000429622,0.00007777804,0.00009084949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001565732,0.0001274788,0.9617274,0.00005240233,0.00003803534,0.001434811,0.0003417189,0.004122238,0.01747473,0.009341983,0.004640478,0.0006830576],"study_design_scores_gemma":[0.000605113,0.0001187738,0.9063453,0.00003554434,0.00001121648,0.009092709,0.00001694534,0.008629077,0.001511454,0.003363203,0.0698022,0.0004684741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965641,0.0000972173,0.03196748,0.003122036,0.0007160758,0.0001137721,5.345758e-8,0.0004039524,0.06701536],"genre_scores_gemma":[0.9894611,0.00003973504,0.008829305,0.0002097614,0.0002602205,0.000007667384,0.000002871837,0.000002909241,0.001186491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09289699,"threshold_uncertainty_score":0.5772846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159021820558326,"score_gpt":0.217771148669224,"score_spread":0.2018689666133914,"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."}}