{"id":"W4403504766","doi":"10.1130/abs/2024ne-396989","title":"FOLLOWING THE STEPS OF SANDRA BARR: MY WORK IN THE CANADIAN APPALACHIANS","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00745543,0.001034926,0.001042974,0.002177198,0.05446693,0.01299805,0.002994393,0.00715888,0.01084234],"category_scores_gemma":[0.02507814,0.0005532275,0.0005935944,0.002427673,0.01790674,0.00841441,0.009673637,0.01575647,0.003305957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01734604,"about_ca_system_score_gemma":0.05924514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9104536,"about_ca_topic_score_gemma":0.9520335,"domain_scores_codex":[0.9936752,0.002565911,0.0002008094,0.0008106655,0.001458699,0.001288833],"domain_scores_gemma":[0.9758399,0.004256404,0.0007964032,0.0006513128,0.01112874,0.007327273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007471859,0.00005982614,0.004619397,0.0003755229,0.0000360692,0.0009219535,0.2336446,0.0001297062,0.0007922211,0.01280861,0.6995386,0.04699867],"study_design_scores_gemma":[0.0000102447,0.00001912504,0.004426022,0.001278122,0.00002272124,0.00029859,0.3058812,0.00003262765,0.0002586019,0.005227394,0.6824317,0.0001135841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01924515,0.02856319,0.00131415,0.9014671,0.0168759,0.0001858361,0.0002944166,0.00008851851,0.03196565],"genre_scores_gemma":[0.2217263,0.03138235,0.009287762,0.4368339,0.006301522,0.0006241637,0.0002770158,0.0005899502,0.292977],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08954638,"threshold_uncertainty_score":0.1801474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412836426063124,"score_gpt":0.3312167100241389,"score_spread":0.2899330674178265,"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."}}