{"id":"W4401481785","doi":"10.56952/arma-2024-0461","title":"New Afton Convergence Monitoring and Rehabilitation Planning in the B3 Footprint","year":2024,"lang":"en","type":"article","venue":"","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Footprint; Convergence (economics); Computer science; Rehabilitation; Geology; Medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003134134,0.00004412496,0.00005394081,0.00004619229,0.0000355453,0.00005387502,0.00005914356,0.00002752994,0.000232138],"category_scores_gemma":[0.00001701201,0.00002642803,0.00001244955,0.0001028702,0.00002036217,0.00007026521,0.000004018886,0.00007226647,0.00005121119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001518972,"about_ca_system_score_gemma":0.00001673662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009488739,"about_ca_topic_score_gemma":0.0009435248,"domain_scores_codex":[0.9995541,0.00004137959,0.0001007476,0.0001264832,0.0000751885,0.000102082],"domain_scores_gemma":[0.9996442,0.0002573981,0.000008479648,0.00005849595,0.000003348678,0.00002814498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003255474,7.424696e-7,0.9704555,0.00002259426,0.000002258105,0.00001278443,0.003166108,0.0003661848,0.00002284332,0.00111687,0.0001418631,0.02468897],"study_design_scores_gemma":[0.00004008727,0.00006373201,0.9853016,0.00005014514,0.000001948762,0.00001874067,0.001307743,0.005646171,0.00002114584,0.001711376,0.005791688,0.00004564354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900237,0.002253961,0.0001472709,0.0009424097,0.0004731146,0.00008340256,6.543903e-7,0.00002454249,0.006050986],"genre_scores_gemma":[0.9990653,0.00001825931,0.0005387306,0.00001729062,0.0001071223,7.633449e-7,0.000001351584,8.193589e-7,0.0002503616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02464333,"threshold_uncertainty_score":0.9971071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594456085160254,"score_gpt":0.2506208492254152,"score_spread":0.2346762883738126,"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."}}