{"id":"W4395007204","doi":"10.1007/s00126-024-01270-7","title":"Susanne Theodora Schmidt (2023) Transmitted light microscopy of rock-forming minerals. An introduction to optical mineralogy","year":2024,"lang":"en","type":"article","venue":"Mineralium Deposita","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Geology; Geochemistry; Mineralogy","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":[0.002439049,0.0008574324,0.0005412661,0.002637952,0.001220348,0.001514959,0.0008887867,0.001871837,0.01502311],"category_scores_gemma":[0.00140015,0.0008436659,0.0006135339,0.001001491,0.001414328,0.002115697,0.001625636,0.005593133,0.01412561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234813,"about_ca_system_score_gemma":0.001172776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004077226,"about_ca_topic_score_gemma":0.008209616,"domain_scores_codex":[0.9990411,0.0001370012,0.00003776053,0.0002448607,0.000467263,0.00007203361],"domain_scores_gemma":[0.99814,0.0003626361,0.00007658143,0.00008990375,0.0009317973,0.0003990736],"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":[0.0002420415,0.00007378478,0.0006734639,0.0007690971,0.00003464653,0.0003506404,0.0002717249,0.0006211305,0.02405438,0.01432706,0.4801772,0.4784047],"study_design_scores_gemma":[0.000007754456,0.00006164438,0.0007281123,0.0001315741,0.000009730182,0.0008730967,0.00007612856,0.000344799,0.0144051,0.003582869,0.9797324,0.00004677731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006989863,0.5481065,0.1276175,0.09839623,0.1303556,0.0002388611,0.001056215,0.00163221,0.08560698],"genre_scores_gemma":[0.04124315,0.3058658,0.0664295,0.02073204,0.02386774,0.000213659,0.000589479,0.0006888199,0.5403697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01502311,"threshold_uncertainty_score":0.05025733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008229947964370815,"score_gpt":0.2427753634357222,"score_spread":0.2345454154713514,"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."}}