{"id":"W4318815322","doi":"10.2138/am-2022-8791","title":"Analyses under the curve, identifying how invisible gold is held in pyrite","year":2023,"lang":"en","type":"article","venue":"American Mineralogist","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pyrite; Laser ablation; Analytical Chemistry (journal); Mineralogy; Chemistry; Transmission electron microscopy; Geology; Materials science; Laser; Nanotechnology; Optics; Environmental chemistry; Physics","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":[0.0003310929,0.0005283839,0.0003491925,0.00153257,0.0005885266,0.001602235,0.0004524838,0.0006907547,0.005537186],"category_scores_gemma":[0.0008961936,0.0002529079,0.0002829857,0.0009147483,0.0006315188,0.0006197099,0.0004905816,0.0008330191,0.001233618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007610755,"about_ca_system_score_gemma":0.0006473048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005644025,"about_ca_topic_score_gemma":0.007269241,"domain_scores_codex":[0.9993338,0.000035427,0.0000233087,0.0001512451,0.0003756366,0.0000805529],"domain_scores_gemma":[0.9990456,0.0001616367,0.0001485708,0.00008598423,0.0004589464,0.00009933054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002144314,0.00002851943,0.008993446,0.00007927058,0.00001712085,0.0001126841,0.0002220241,0.0002081258,0.960269,0.0007042962,0.000458244,0.02869276],"study_design_scores_gemma":[0.000006838871,0.0001654147,0.04035649,0.00001599262,0.00003345249,0.0003622519,0.0005521585,0.004067235,0.943935,0.0008044823,0.009677962,0.000022651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199669,0.001337341,0.0458829,0.0007437812,0.0001737871,0.000087363,0.002602233,0.002278511,0.02692717],"genre_scores_gemma":[0.9537046,0.0006691313,0.01970842,0.0002477095,0.00001985572,0.00004306018,0.001390481,0.0002451939,0.02397147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005644025,"threshold_uncertainty_score":0.01852369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032891682569058,"score_gpt":0.3525498702163961,"score_spread":0.2492607019594903,"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."}}