{"id":"W4385249650","doi":"10.1109/pcic42668.2022.10181298","title":"Advanced Electric Mining Dredge Designs","year":2022,"lang":"en","type":"article","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; BP (Canada)","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00008655444,0.00009366739,0.0001045726,0.00007295197,0.00007805346,0.000007726217,0.0001521477,0.0000247631,0.0007446173],"category_scores_gemma":[0.00001552813,0.00009830626,0.00004459378,0.0004390534,0.000002397003,0.00004209412,0.0000667176,0.0002109522,0.00003017706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005781683,"about_ca_system_score_gemma":0.000005338418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001644559,"about_ca_topic_score_gemma":5.659305e-7,"domain_scores_codex":[0.9993493,0.000007546429,0.0001286675,0.0001160856,0.0001242004,0.0002741894],"domain_scores_gemma":[0.9997492,0.0000416791,0.000006527148,0.0001280719,0.000006251044,0.00006825758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000209152,0.000008967562,0.000001613105,0.000009075441,0.000007784783,0.00000579935,0.00001516651,0.9052976,0.05354186,0.0006325225,0.00126658,0.03921088],"study_design_scores_gemma":[0.0004011435,0.0001834101,0.00004718746,0.000004576475,0.00001059286,0.00002919608,0.00009170803,0.7912012,0.0178825,0.0007547418,0.188944,0.0004496856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0889416,0.0007953383,0.8810481,0.0001672873,0.000633018,0.0002509657,0.000004693702,0.003395861,0.02476317],"genre_scores_gemma":[0.9947179,0.000007931334,0.004420263,0.00008257571,0.00002419001,0.00008170641,0.000003034687,0.00002644492,0.0006359803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9057763,"threshold_uncertainty_score":0.8153037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009822114072350873,"score_gpt":0.1814877776578383,"score_spread":0.1716656635854874,"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."}}