{"id":"W2082295052","doi":"10.1190/tle29111432.1","title":"The magic of Lamé","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"MAGIC (telescope); Feeling; Art; Sociology; Art history; Philosophy; Epistemology; Physics; Astronomy","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":[0.007968894,0.001135506,0.0006173448,0.001443832,0.01109963,0.01085648,0.001900676,0.005086714,0.03200443],"category_scores_gemma":[0.02394693,0.0006518116,0.0007033424,0.0007386478,0.01679794,0.01546945,0.01000712,0.01753515,0.02069662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004418624,"about_ca_system_score_gemma":0.004293421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003960566,"about_ca_topic_score_gemma":0.006695822,"domain_scores_codex":[0.9918838,0.004127805,0.0001740928,0.0009903666,0.001851063,0.0009729599],"domain_scores_gemma":[0.9896819,0.003621132,0.0005414691,0.001318943,0.002382964,0.002453553],"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":[0.00008173307,0.00001912327,0.0002335831,0.0001420672,0.00001409947,0.0002952419,0.008086267,0.00008397052,0.0003542456,0.1571947,0.796468,0.03702701],"study_design_scores_gemma":[0.000007756516,0.00001993174,0.0000614029,0.0001401184,0.000003538288,0.0002598506,0.003785113,0.00006311186,0.0002014532,0.0175717,0.9778632,0.00002282939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004895724,0.02560379,0.02589943,0.6037475,0.06350487,0.00006404489,0.0002341357,0.002423506,0.273627],"genre_scores_gemma":[0.1797326,0.01419326,0.01820416,0.2397725,0.0179614,0.0002794796,0.0002143811,0.002718256,0.5269238],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03200443,"threshold_uncertainty_score":0.1070656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251788030273078,"score_gpt":0.223451801373361,"score_spread":0.2109339210706302,"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."}}