{"id":"W4251897536","doi":"10.1002/geot.201870401","title":"Cover Picture: Geomechanics and Tunnelling 4/2018","year":2018,"lang":"en","type":"paratext","venue":"Geomechanics and Tunnelling","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Work (physics); Cover (algebra); Civil engineering; Geology; Engineering; Geography; Mining 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002327911,0.0008083832,0.0003900202,0.001240935,0.0008858382,0.002192179,0.0006118439,0.0009075168,0.7782794],"category_scores_gemma":[0.0005267388,0.0001884825,0.0002597274,0.001278351,0.000308481,0.001543005,0.001121863,0.0009921036,0.566431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009388622,"about_ca_system_score_gemma":0.0005461005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592285,"about_ca_topic_score_gemma":0.007305267,"domain_scores_codex":[0.9997881,0.00001553115,0.000008421174,0.00003053447,0.0001248013,0.00003263525],"domain_scores_gemma":[0.9996345,0.00003933673,0.00001547893,0.00006029402,0.0001603455,0.00008994079],"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":[0.00003016736,0.00003248096,0.0001420421,0.0001658835,0.000001061785,0.00006192669,0.00003273112,0.0001325946,0.0006248981,0.001744304,0.944527,0.05250484],"study_design_scores_gemma":[0.000004375103,0.00001126423,0.0008917391,0.00007376287,6.249298e-7,0.00003712541,0.00003329979,0.00007700746,0.0002654801,0.0004769638,0.998126,0.000002433331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007920287,0.0008093974,0.0008395445,0.001134083,0.001937159,0.0001106087,0.006773958,0.001415074,0.9861881],"genre_scores_gemma":[0.003599477,0.000710787,0.0002777182,0.000109235,0.0003986949,0.00002659924,0.002900605,0.0004207749,0.991556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2217206,"threshold_uncertainty_score":0.3162575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134035246604499,"score_gpt":0.2028959555761327,"score_spread":0.1915556031100877,"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."}}