{"id":"W4411960551","doi":"10.1180/mgm.2025.10096","title":"Rocks – Description, identification, nomenclature, genesis - Walter Maresch and Hans-Peter Schertl. 2024. English edition, Schweizerbart Science Publishers, 408 pages, 596 figures, 8 tables, 3 identification flow charts. ISBN 978-3-510-65554-0, paperback.","year":2025,"lang":"en","type":"article","venue":"Mineralogical Magazine","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Identification (biology); Nomenclature; Geology; Classics; History; Biology; Zoology; Botany; Taxonomy (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005728206,0.001785441,0.001040989,0.003286193,0.0004223794,0.001896517,0.001008151,0.0007732077,0.0767794],"category_scores_gemma":[0.001244938,0.0009015,0.0004404773,0.004487219,0.0006173651,0.003904043,0.001058975,0.001277685,0.08545472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006296152,"about_ca_system_score_gemma":0.001164938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004371319,"about_ca_topic_score_gemma":0.007660319,"domain_scores_codex":[0.9994901,0.00003235342,0.00007851628,0.00008300014,0.0002903168,0.00002561908],"domain_scores_gemma":[0.9996075,0.00006483784,0.00007643998,0.00003800759,0.0001732968,0.00004000514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007918444,0.00002139792,0.0003606298,0.001437932,0.00001229892,0.00009933204,0.0001305161,0.0003601638,0.00256095,0.004601701,0.5723456,0.4179903],"study_design_scores_gemma":[0.000002701319,0.00001087014,0.0005695684,0.0002352859,0.000003719716,0.0003942118,0.00006645834,0.00004233637,0.0003088692,0.001074103,0.9972861,0.000005824464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004425467,0.6809688,0.0176204,0.009075284,0.01543651,0.0003203313,0.02628527,0.002416706,0.2434511],"genre_scores_gemma":[0.01227503,0.2400528,0.0202889,0.001720144,0.00197267,0.0002932355,0.02864165,0.00218118,0.6925744],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0767794,"threshold_uncertainty_score":0.2568527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119138404532228,"score_gpt":0.2132026695480013,"score_spread":0.2012888290947785,"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."}}