{"id":"W4237913126","doi":"10.4095/315000","title":"Evaluating portable Raman spectrometers for use in exploration of pegmatite dikes, Wekusko Lake, Manitoba","year":2019,"lang":"en","type":"report","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dike; Pegmatite; Geology; Geochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009259577,0.0007167715,0.0001495193,0.0008797093,0.0009895251,0.0005183148,0.0006126419,0.0004200041,0.001690455],"category_scores_gemma":[0.0004355523,0.0003727441,0.0002505248,0.000929885,0.0004343279,0.0003555752,0.0004895934,0.0002936725,0.0004563339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101772,"about_ca_system_score_gemma":0.001558705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08102215,"about_ca_topic_score_gemma":0.4125032,"domain_scores_codex":[0.9996594,0.00003283192,0.000009484194,0.00009113901,0.0001598182,0.00004729573],"domain_scores_gemma":[0.9996659,0.00003384321,0.00003060992,0.0000175692,0.0002285658,0.00002358256],"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":[0.0003474618,0.0001662464,0.08314939,0.0002271162,0.00005853254,0.0003850337,0.001000776,0.002097458,0.8663232,0.000379231,0.001100179,0.04476535],"study_design_scores_gemma":[0.0001110595,0.001396855,0.4368367,0.0001011128,0.0002606119,0.0009233442,0.00655531,0.02672681,0.4975555,0.0004539563,0.02895793,0.000120847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729887,0.0004240079,0.01655775,0.0002125119,0.00004341252,0.0004543872,0.001114491,0.0004898042,0.007715077],"genre_scores_gemma":[0.8664563,0.0007730856,0.1215136,0.0001877983,0.00001700196,0.0003748728,0.001002379,0.000136002,0.009538793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9189779,"threshold_uncertainty_score":0.1611011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2006660227493045,"score_gpt":0.3414203412377312,"score_spread":0.1407543184884268,"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."}}