{"id":"W1492384300","doi":"10.1007/978-1-4020-2116-9_11","title":"Rock support and reinforcement","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Reinforcement; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006903682,0.0002576588,0.0002417977,0.00009161873,0.00001523758,0.00001357993,0.00008361397,0.0003453427,0.002295431],"category_scores_gemma":[0.000003497467,0.0002385973,0.00006804494,0.00001394201,0.000007250532,0.00002956606,0.0000708653,0.0003456016,0.000425126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000326646,"about_ca_system_score_gemma":0.00000403898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001834387,"about_ca_topic_score_gemma":0.00000331004,"domain_scores_codex":[0.999189,2.791022e-7,0.0002635943,0.0001599605,0.000153718,0.0002334088],"domain_scores_gemma":[0.9996139,0.0000189901,0.00001436995,0.0001865204,0.00001535167,0.0001508755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006463889,0.000004138285,1.525659e-7,0.0004980184,0.000201149,0.00009071665,0.00001499865,0.2643369,0.0002146686,0.6187522,0.01478538,0.1010951],"study_design_scores_gemma":[0.00009130752,0.00004469121,3.463837e-7,0.00004258495,0.00002040039,0.00001434533,7.272736e-7,0.01409277,0.0001487342,0.002237573,0.9829698,0.0003367369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.962857e-7,0.0001843593,0.2074427,0.00001690294,0.0001422671,0.00009620761,0.000002864281,0.000514728,0.7915995],"genre_scores_gemma":[0.008832057,0.0006278241,0.0009883911,0.0002069567,0.0001615733,0.000005324414,0.00003123064,0.0001000515,0.9890466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9681844,"threshold_uncertainty_score":0.9986166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370268220771749,"score_gpt":0.1931452227643351,"score_spread":0.1794425405566176,"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."}}