{"id":"W4232401597","doi":"10.1071/pvv2009n139","title":"Preview Number 139","year":2009,"lang":"en","type":"article","venue":"Preview","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Borehole; Gravimeter; Geology; Drill; Metre; Geophysics; Geodesy; Remote sensing; Geotechnical engineering; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003226682,0.0001188278,0.000298646,0.000009868671,0.00005682312,0.00002820559,0.0001934324,0.00003284053,0.01029366],"category_scores_gemma":[0.0001312745,0.00007653463,0.0001276362,0.0003515118,0.00001650651,0.0001073619,0.000004504201,0.0001239721,0.007929034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001151247,"about_ca_system_score_gemma":0.00001306639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004930774,"about_ca_topic_score_gemma":0.000008253107,"domain_scores_codex":[0.9989753,0.0001937419,0.0002098504,0.0002074695,0.0001510134,0.0002625656],"domain_scores_gemma":[0.9994825,0.0001162085,0.00004991688,0.0001860364,0.0000211321,0.0001441666],"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":[0.000001645445,0.00001546447,0.002126931,0.00008132816,0.000002999629,0.000001909326,0.000005005272,0.00000232858,0.000001028618,0.000429285,0.0009208315,0.9964113],"study_design_scores_gemma":[0.00006440068,0.0001135743,0.3508884,0.0001587233,0.00003677873,0.00001168506,4.135868e-7,0.0001749683,0.00001734915,0.03131323,0.6170503,0.0001701858],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02443816,0.4654626,0.001194879,0.008081596,0.0005329369,0.001445866,0.00001990573,0.0003194122,0.4985047],"genre_scores_gemma":[0.8473451,0.09768142,0.03088467,0.01710465,0.0007862776,0.000008365393,0.00006333069,0.000007415338,0.006118775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.996241,"threshold_uncertainty_score":0.9928434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478709493536041,"score_gpt":0.2864786501923809,"score_spread":0.2616915552570205,"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."}}