{"id":"W4238749663","doi":"10.1190/tle23040310.1","title":"sneak Previews","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clastic rock; Geology; Mode (computer interface); Seismology; Petroleum engineering; Geochemistry; Mineralogy; Computer science; Operating system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008950607,0.001025797,0.0007534627,0.004600267,0.001976483,0.003046418,0.001200071,0.001676343,0.4782225],"category_scores_gemma":[0.00534698,0.0003175978,0.0006482691,0.004026216,0.000483773,0.002875209,0.002579379,0.001973647,0.2471668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009228684,"about_ca_system_score_gemma":0.001556163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006073663,"about_ca_topic_score_gemma":0.02285538,"domain_scores_codex":[0.9991674,0.00007813751,0.00005078041,0.00007837783,0.0005225769,0.0001028103],"domain_scores_gemma":[0.9967892,0.0006421147,0.0001400335,0.0002639635,0.001613144,0.0005515636],"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":[0.00001610223,0.000009260209,0.00007944162,0.00005563697,0.00000126869,0.00007011046,0.00001694165,0.00002131918,0.00006655871,0.0004745905,0.9739456,0.02524314],"study_design_scores_gemma":[0.000001480448,0.000003517474,0.0001493464,0.00003063786,7.374032e-7,0.000042011,0.00002620071,0.00002298008,0.00003682783,0.0002092483,0.9994742,0.000002867562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001812343,0.01096495,0.004488782,0.03253752,0.1752212,0.0002931134,0.02146176,0.006089183,0.7471312],"genre_scores_gemma":[0.004167331,0.004452744,0.001607335,0.01026213,0.02160754,0.00009854566,0.01164389,0.001697607,0.9444628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4782225,"threshold_uncertainty_score":0.7442523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878346091457648,"score_gpt":0.2450707677620235,"score_spread":0.216287306847447,"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."}}