{"id":"W4405313315","doi":"10.1139/cjes-2024-0102","title":"A FRAMEWORK FOR ROCK PROPERTY DATA ACQUISITION, VISUALIZATION AND ANALYSIS: AN EXAMPLE FROM THE BATHURST MINING CAMP, NORTHERN NEW BRUNSWICK","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of New Brunswick; Frontier Geosciences (Canada)","funders":"","keywords":"Geology; Property (philosophy); Visualization; Mining engineering; Archaeology; Geochemistry; Data mining; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002885167,0.0007599917,0.000567466,0.00275397,0.001462011,0.004511328,0.002154847,0.001101423,0.003918976],"category_scores_gemma":[0.003474738,0.0006323064,0.0008926399,0.003105403,0.002112705,0.001813684,0.002881143,0.001257908,0.001299689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004802753,"about_ca_system_score_gemma":0.003864606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3714121,"about_ca_topic_score_gemma":0.5046282,"domain_scores_codex":[0.9989576,0.0002554313,0.0001014378,0.0002211875,0.0003727774,0.00009155922],"domain_scores_gemma":[0.998441,0.0004949581,0.00008944607,0.0002598516,0.0005239619,0.0001907972],"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":[0.0004061334,0.000254427,0.03309612,0.001276402,0.0002303569,0.01091754,0.01853575,0.08175945,0.03221444,0.3636548,0.0805827,0.3770719],"study_design_scores_gemma":[0.0001211413,0.0001125486,0.02130178,0.00127757,0.00008950134,0.002042173,0.00632639,0.2389874,0.007775136,0.09290491,0.6287713,0.0002901129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02083526,0.001609707,0.9333051,0.006638488,0.00008968661,0.00066928,0.006794806,0.008913217,0.02114447],"genre_scores_gemma":[0.09525334,0.001033679,0.8938358,0.0003133166,0.00002182048,0.0003437776,0.003322206,0.0006528895,0.005223193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6285879,"threshold_uncertainty_score":0.7385005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08787034628672132,"score_gpt":0.2757413661294412,"score_spread":0.1878710198427199,"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."}}