{"id":"W4411580574","doi":"10.3390/min15070669","title":"Mineralogy and Fluid Inclusion Constraints on the Genesis of the Recently Discovered Ag-(Ni-Co-Sb-As-Hg ± Bi) Vein Ore Shoot Mineralization in the Aouli Pb-Zn District (Upper Moulouya, Morocco)","year":2025,"lang":"en","type":"article","venue":"Minerals","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mineralization (soil science); Geochemistry; Geology; Vein; Fluid inclusions; Inclusion (mineral); Mineralogy; Mining engineering; Hydrothermal circulation; Soil water; Soil 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004787669,0.0002223857,0.000311959,0.00009450642,0.0003195749,0.00005387678,0.0005496942,0.0001088229,0.002465978],"category_scores_gemma":[0.0003917985,0.00009329051,0.0001160478,0.0008846121,0.0004145156,0.00007350028,0.0001346345,0.0001829679,0.00001918807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007782181,"about_ca_system_score_gemma":0.00003323296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299327,"about_ca_topic_score_gemma":0.005852537,"domain_scores_codex":[0.9981284,0.0004271493,0.0004221006,0.0003555082,0.0003631744,0.0003036339],"domain_scores_gemma":[0.9988638,0.0005518331,0.0001227941,0.0003587721,0.00005005287,0.00005278812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001952846,0.0002428668,0.8938759,0.0000517673,0.00009831081,0.00001351218,0.001005492,0.002226441,0.06436343,0.002467598,0.02175044,0.01370895],"study_design_scores_gemma":[0.0008465012,0.0002992562,0.9621304,0.0001164734,0.0001617533,0.00001428826,0.0008450861,0.00743151,0.007525604,0.01435427,0.005899142,0.0003757701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718323,0.0007772043,0.0000124103,0.01726527,0.00009186415,0.0003093965,0.0001739208,0.000008658535,0.009528965],"genre_scores_gemma":[0.9938467,0.0001830639,0.00003743262,0.003712749,0.00004794721,0.000007065179,0.0002893884,0.000002519603,0.00187312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06825446,"threshold_uncertainty_score":0.9984459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129183958626308,"score_gpt":0.2275107639795519,"score_spread":0.2145923681169211,"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."}}