{"id":"W4244836771","doi":"10.1179/1743275812y.0000000015","title":"Abstracts","year":2011,"lang":"en","type":"article","venue":"Applied Earth Science Transactions of the Institutions of Mining and Metallurgy Section B","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005455157,0.002673864,0.001703921,0.005662131,0.001034889,0.003679447,0.001460171,0.001958647,0.9506746],"category_scores_gemma":[0.004413186,0.0008376018,0.001595432,0.002569861,0.0002409618,0.002797658,0.002589626,0.001581883,0.8904038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007948265,"about_ca_system_score_gemma":0.001065995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627945,"about_ca_topic_score_gemma":0.004793895,"domain_scores_codex":[0.9994807,0.00002467815,0.00003098172,0.00007956973,0.0002855674,0.00009857403],"domain_scores_gemma":[0.9953856,0.000407227,0.0001855538,0.0003139355,0.001871914,0.00183569],"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":[0.00005913426,0.00003159107,0.00007467198,0.0001526701,0.000004019373,0.00002791952,0.000004504529,0.00002450824,0.0004391753,0.0001055389,0.9767909,0.02228533],"study_design_scores_gemma":[0.0001260581,0.00004431382,0.001030556,0.000106666,0.00001674699,0.00008938977,0.00002062296,0.0001578611,0.0009817339,0.0006759657,0.9967236,0.00002653151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001806769,0.001673894,0.004542209,0.003969723,0.01229179,0.001291171,0.09179015,0.02621673,0.8564176],"genre_scores_gemma":[0.003239973,0.0009809008,0.002475493,0.001950306,0.003227797,0.0006103963,0.03651288,0.005141641,0.9458605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04932541,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07636985010589258,"score_gpt":0.2128645112758851,"score_spread":0.1364946611699925,"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."}}