{"id":"W2900780154","doi":"","title":"Preliminary Development of Discontinuous Artificial Rock Joints","year":2018,"lang":"en","type":"article","venue":"52nd U.S. Rock Mechanics/Geomechanics Symposium","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology","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":[0.0005837125,0.0008148692,0.0009549235,0.0004171911,0.0003224568,0.00007224394,0.0009459083,0.0006206812,0.0003709529],"category_scores_gemma":[0.0001034546,0.0008361524,0.0003135276,0.0009003602,0.00001078165,0.0003030567,0.0006146252,0.0006655056,0.0007218366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169091,"about_ca_system_score_gemma":0.000118845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008793616,"about_ca_topic_score_gemma":0.00003265828,"domain_scores_codex":[0.9954485,0.00004558472,0.001558352,0.0008415862,0.0007819204,0.001324026],"domain_scores_gemma":[0.997881,0.0000879453,0.000229365,0.0009873072,0.00033304,0.0004813717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001265244,0.0003484542,6.866983e-7,0.0005066274,0.0002799593,0.00002599381,0.0006983029,0.1695113,0.7996636,0.01468187,0.0008719412,0.01328471],"study_design_scores_gemma":[0.0005151934,0.0006716436,0.00000177145,0.0002436655,0.0000921749,0.00005023168,0.0001417824,0.5594705,0.4152098,0.00893049,0.01363594,0.00103679],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01038708,0.0002530209,0.9838619,0.0001378485,0.002690838,0.0006943911,0.00005713476,0.001189701,0.0007280502],"genre_scores_gemma":[0.9932526,0.0000709958,0.005379312,0.00007880849,0.0005413925,0.0001334448,0.00005534813,0.000219626,0.0002685148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9828655,"threshold_uncertainty_score":0.9994089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132460039480828,"score_gpt":0.2027437222564109,"score_spread":0.1914191218616026,"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."}}