{"id":"W2947374466","doi":"","title":"Eurocode 7: Genesis, Development and Implications for Rock Engineering","year":2018,"lang":"en","type":"article","venue":"ISRM International Symposium - 10th Asian Rock Mechanics Symposium","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Eurocode; Geology; Engineering; Geotechnical engineering; Structural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001756369,0.0004325472,0.0002841501,0.0002384624,0.0002419206,0.0001498729,0.0004927655,0.00018524,0.00002148707],"category_scores_gemma":[0.00002708623,0.0005027504,0.0001043575,0.0001975265,0.000004567886,0.0002464766,0.0001351591,0.0001800385,0.00007760114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558686,"about_ca_system_score_gemma":0.00004132143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004318804,"about_ca_topic_score_gemma":0.00001194331,"domain_scores_codex":[0.9981132,0.00000891024,0.0005444882,0.0005120503,0.000249737,0.0005715743],"domain_scores_gemma":[0.9990318,0.0000649301,0.00007604363,0.0003340358,0.0002335655,0.0002596525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003065931,0.00007084465,0.0001816416,0.000247056,0.000423301,0.000003414907,0.001206341,0.6838712,0.2913788,0.01817169,0.001747591,0.002667442],"study_design_scores_gemma":[0.0005247181,0.00007055135,0.0002246242,0.00009791458,0.00004561544,0.00006140034,0.0000361273,0.7783591,0.06008709,0.0002656972,0.1595932,0.000633912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004281148,0.0003005847,0.9864683,0.001057325,0.002730548,0.0004831543,0.0000924566,0.0008882973,0.003698222],"genre_scores_gemma":[0.9890233,0.0002034484,0.008529656,0.0001055805,0.001076217,0.0002862127,0.0001214669,0.000180178,0.0004738844],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9847422,"threshold_uncertainty_score":0.9997424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008565508596395707,"score_gpt":0.2150794933891143,"score_spread":0.2065139847927186,"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."}}