{"id":"W4406414040","doi":"10.1016/s1541-9800(12)70401-5","title":"10.1016/s1541-9800(12)70401-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Goniometer; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009397003,0.002145644,0.001394137,0.002598689,0.001833452,0.003600331,0.002749086,0.004706732,0.9860157],"category_scores_gemma":[0.001399974,0.0008826425,0.001183224,0.002926217,0.001467815,0.004591095,0.002629974,0.002449666,0.9912662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072366,"about_ca_system_score_gemma":0.00102432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003810368,"about_ca_topic_score_gemma":0.003175904,"domain_scores_codex":[0.9994554,0.00003510225,0.00004191672,0.0001915875,0.0001725272,0.0001034203],"domain_scores_gemma":[0.9982551,0.0004095203,0.0001288924,0.0002547755,0.0004665162,0.0004852072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002802021,0.0001614417,0.0008444196,0.0004842647,0.0000369896,0.0002129929,0.00008298362,0.0005011052,0.003157893,0.006809171,0.331178,0.6562505],"study_design_scores_gemma":[0.00003462347,0.00007099297,0.000520331,0.0001908587,0.00001143476,0.0002404427,0.00007664788,0.0002511757,0.0005400868,0.0005223643,0.997519,0.00002198119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004601403,0.0003426314,0.001262622,0.0003044316,0.0002799251,0.0000861835,0.00122303,0.001229906,0.9948112],"genre_scores_gemma":[0.0007572111,0.0001753647,0.0005731568,0.0001463903,0.00006595553,0.00004543323,0.0005663648,0.000233101,0.9974369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01398432,"threshold_uncertainty_score":0.01994687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006322806398785102,"score_gpt":0.1566414290997429,"score_spread":0.1503186227009578,"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."}}