{"id":"W3197844732","doi":"10.1088/1755-1315/833/1/012069","title":"The Unseen: A Case Study of Innovative Methods for Investigating Historic Mine Workings","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Documentation; Closing (real estate); Closure (psychology); Plan (archaeology); Mining engineering; Civil engineering; Engineering; Open-pit mining; Historic site; Pillar; Construction engineering; Environmental planning; Archaeology; Architectural engineering; Geography; Computer science; Political science; Law","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":[0.01342752,0.0007573626,0.000629788,0.003998238,0.01102512,0.00529232,0.004197464,0.003623364,0.003248751],"category_scores_gemma":[0.01713466,0.0006163321,0.0007964578,0.003152873,0.007241881,0.002426453,0.004792651,0.002939001,0.0005752068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007868859,"about_ca_system_score_gemma":0.006908296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04850715,"about_ca_topic_score_gemma":0.1967375,"domain_scores_codex":[0.9867041,0.008058494,0.000400034,0.0007518237,0.002835275,0.001250193],"domain_scores_gemma":[0.9821717,0.01012235,0.001461318,0.001939355,0.002773033,0.001532164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002436867,0.001629763,0.0628286,0.001059215,0.00007843055,0.05292904,0.704982,0.003319483,0.004798522,0.01698471,0.00726417,0.1438823],"study_design_scores_gemma":[0.00003389224,0.0006888064,0.03340784,0.001201516,0.00006104183,0.01150975,0.8081102,0.005562668,0.00357461,0.00512709,0.1305747,0.0001478036],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922492,0.001344514,0.03313946,0.003950629,0.0001416348,0.001321386,0.0003258321,0.0001009981,0.03718358],"genre_scores_gemma":[0.9291711,0.001110892,0.05456326,0.0005433762,0.00004572691,0.0004408575,0.0001405965,0.0001094482,0.01387478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04850715,"threshold_uncertainty_score":0.09644961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04811471021497483,"score_gpt":0.2668190063097612,"score_spread":0.2187042960947864,"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."}}