{"id":"W4255997645","doi":"10.1007/978-1-4020-3995-9_470","title":"Pugging","year":2007,"lang":"en","type":"book-chapter","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","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":[],"consensus_categories":[],"category_scores_codex":[0.0005007326,0.001096271,0.0005792527,0.002160105,0.002258836,0.003804749,0.001190107,0.001473116,0.3789783],"category_scores_gemma":[0.001893628,0.000479571,0.0006125838,0.001521114,0.001056994,0.004688306,0.003101809,0.002147326,0.2396457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008404452,"about_ca_system_score_gemma":0.001458699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00392553,"about_ca_topic_score_gemma":0.008228689,"domain_scores_codex":[0.9995201,0.00005817362,0.00001515346,0.0001112042,0.0002239349,0.000071521],"domain_scores_gemma":[0.9995907,0.00007058518,0.00001067636,0.0000940839,0.000174123,0.00005984821],"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":[0.00003718404,0.00002874922,0.0001085434,0.00009875013,0.000003226444,0.0000784711,0.0003761374,0.00009639563,0.0004498812,0.05151552,0.6719766,0.2752304],"study_design_scores_gemma":[0.000001899654,0.000007863452,0.00007831956,0.000052755,0.000002032675,0.00008959347,0.0001030966,0.00006915804,0.0002193016,0.006948323,0.992422,0.000005639476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004921664,0.001537226,0.007849429,0.00160084,0.001440986,0.00006678353,0.0004794113,0.001702569,0.9848306],"genre_scores_gemma":[0.003119612,0.0009468958,0.003180682,0.0007460064,0.0001218061,0.0000375938,0.0004208972,0.0005902477,0.9908363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3789783,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381455388230187,"score_gpt":0.2749082258098985,"score_spread":0.2410936719275967,"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."}}