{"id":"W3129018914","doi":"10.5382/sp.12.10","title":"Changes in Mineral Exploration Practice","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Mineral; Mineral exploration; Geology; Earth science; Geochemistry; Astrobiology; Materials science; Metallurgy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001832833,0.0001666139,0.0002088211,0.0001054694,0.00002612293,0.00002948089,0.0000993886,0.0001688726,0.008858308],"category_scores_gemma":[0.00008608227,0.0001250657,0.0000428128,0.00005699036,0.00002333724,0.0002372903,0.000006160688,0.000287775,0.001800538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000391216,"about_ca_system_score_gemma":0.00002028736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000672419,"about_ca_topic_score_gemma":0.01600311,"domain_scores_codex":[0.9991408,0.0000405528,0.0001541806,0.0002527673,0.0002163115,0.0001953863],"domain_scores_gemma":[0.9993489,0.0003492995,0.00007748479,0.0001109648,0.00003464646,0.00007866471],"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":[0.00003111968,0.000009533516,0.00004250558,0.000006433188,0.000007209657,0.00001790633,0.00003118849,0.0001230881,0.000002337916,0.0103888,0.001226511,0.9881133],"study_design_scores_gemma":[0.0001169946,0.0002432796,0.003479043,0.00001889317,0.00001854167,0.000005573404,0.00001242487,0.001329315,0.00001423092,0.0364628,0.9580234,0.0002755109],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005877497,0.0003675306,0.00009445227,0.005919628,0.0001482187,0.0001363886,0.00001141781,0.00003205129,0.9932315],"genre_scores_gemma":[0.002796358,0.0005242465,0.009529451,0.002211614,0.0009891224,0.000001403228,0.0001600603,0.000005861963,0.9837819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9878379,"threshold_uncertainty_score":0.9989766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04352122328820862,"score_gpt":0.2633335952441202,"score_spread":0.2198123719559116,"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."}}