{"id":"W4281671994","doi":"10.5281/zenodo.6606521","title":"Garson Mine Long Short-Term Memory Network","year":2022,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geoscience and Mining Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Term (time); Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042749,0.000892352,0.0004613901,0.0005390564,0.0005104231,0.0007988639,0.001823801,0.0009951432,0.004876299],"category_scores_gemma":[0.001389953,0.0003187803,0.0005544936,0.0006205276,0.0002918627,0.001123741,0.0006398036,0.0009088204,0.001079635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226837,"about_ca_system_score_gemma":0.001022171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02303825,"about_ca_topic_score_gemma":0.02460345,"domain_scores_codex":[0.9997974,0.00002117632,0.00001325402,0.0000781308,0.00004403345,0.00004606399],"domain_scores_gemma":[0.9996506,0.0001067605,0.00003647731,0.0000369979,0.0001553083,0.00001391666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007101805,0.0002263488,0.004839859,0.0001860719,0.0001555806,0.0004583574,0.0001388573,0.4726301,0.01232243,0.00419207,0.01776896,0.4863712],"study_design_scores_gemma":[0.000009396917,0.0000585735,0.0006186237,0.00001419205,0.00002044493,0.00004836728,0.00001656243,0.9933083,0.002800593,0.001739653,0.001356136,0.000009133532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3895814,0.005501266,0.5489941,0.002488368,0.0009690875,0.0002980188,0.00550028,0.01237115,0.03429626],"genre_scores_gemma":[0.9326531,0.0007954199,0.05014335,0.0003989455,0.0000668151,0.0002018369,0.003769071,0.00008773763,0.01188366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02303825,"threshold_uncertainty_score":0.04580826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109600518259691,"score_gpt":0.2376237569091065,"score_spread":0.2165277517265096,"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."}}