{"id":"W4388410301","doi":"10.2991/978-94-6463-258-3_15","title":"Rock Reinforcement Data for Analysis and Design","year":2023,"lang":"en","type":"book-chapter","venue":"Atlantis highlights in engineering/Atlantis Highlights in Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reinforcement; Computer science; Psychology; Social psychology","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":[0.001577011,0.001105359,0.0007640662,0.001264794,0.0005279467,0.002651132,0.001761465,0.001007342,0.03762907],"category_scores_gemma":[0.005233296,0.0005807725,0.0004171789,0.002107221,0.0005457293,0.002396747,0.00112834,0.002079259,0.01800057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009015456,"about_ca_system_score_gemma":0.000953415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143845,"about_ca_topic_score_gemma":0.002509801,"domain_scores_codex":[0.9987736,0.0002657839,0.00005415281,0.0001076588,0.0007791422,0.00001952852],"domain_scores_gemma":[0.9978027,0.001025698,0.00007275295,0.0004878348,0.0005740024,0.0000369907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008191312,0.00007879124,0.0005787541,0.001164402,0.00003299096,0.0001355183,0.0003085867,0.04979499,0.005250686,0.2187562,0.143877,0.5799401],"study_design_scores_gemma":[0.00001472005,0.00004702481,0.0004677432,0.0005320408,0.00001038992,0.0001200164,0.0001347375,0.03843582,0.004081468,0.09900006,0.8571239,0.000032042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00428723,0.007423883,0.7580931,0.00195678,0.001422537,0.000241403,0.005785904,0.003023899,0.2177653],"genre_scores_gemma":[0.0757594,0.01524435,0.6522458,0.001133063,0.0005144468,0.001131299,0.01503919,0.004272053,0.2346605],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03762907,"threshold_uncertainty_score":0.1258818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132011360644132,"score_gpt":0.2292258763452173,"score_spread":0.197905762738776,"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."}}