{"id":"W4245610385","doi":"10.17758/eares4.eap1118203","title":"Mineralogical Study of Pingel-Bauchi Malachite Ore","year":2018,"lang":"en","type":"article","venue":"","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Malachite; Geology; Geochemistry; Metallurgy; Materials science; Copper","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000761411,0.0001237934,0.0001429554,0.001652506,0.0003630622,0.0002805366,0.0001194558,0.0002284764,0.0007794381],"category_scores_gemma":[0.0001205738,0.0001094859,0.0001128271,0.0006271313,0.0001959374,0.0001657474,0.0001675038,0.0001169508,0.0001466816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352012,"about_ca_system_score_gemma":0.0001372119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403454,"about_ca_topic_score_gemma":0.006167583,"domain_scores_codex":[0.9999367,0.000004787169,0.000005998211,0.00001609159,0.00002708327,0.000009377695],"domain_scores_gemma":[0.9999449,0.000007793175,0.00001645511,0.000002247844,0.00002088545,0.000007768036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002746976,0.00005603733,0.1028155,0.000259504,0.00002247933,0.002409487,0.0007739529,0.0003553207,0.8804198,0.0002551688,0.0001285754,0.01222949],"study_design_scores_gemma":[0.00001592561,0.0003732456,0.7758802,0.0000637562,0.00003910191,0.004494252,0.003798893,0.001595552,0.2042421,0.0003108237,0.009161766,0.00002428467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978948,0.0002617651,0.0003264907,0.00002262874,0.000003901405,0.00001196765,0.000146611,0.000007412424,0.001324352],"genre_scores_gemma":[0.9962332,0.0003059914,0.001118755,0.00002472353,0.000003446925,0.000006960105,0.0001412045,0.00000542594,0.002160318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002403454,"threshold_uncertainty_score":0.004778922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140692435561444,"score_gpt":0.2057879768505298,"score_spread":0.1943810524949154,"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."}}