{"id":"W4231982819","doi":"10.5623/cig2015-312","title":"INDUSTRY NEWS","year":2015,"lang":"en","type":"article","venue":"GEOMATICA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[0.0008129098,0.0009918918,0.0004834164,0.001904717,0.001947837,0.008138866,0.0009116173,0.005280144,0.4001888],"category_scores_gemma":[0.003355742,0.0003925476,0.0006811731,0.001597845,0.0006954462,0.002781233,0.001468535,0.003581715,0.3025329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951437,"about_ca_system_score_gemma":0.003665824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01270497,"about_ca_topic_score_gemma":0.0323722,"domain_scores_codex":[0.9987872,0.00006177243,0.00003183334,0.0001295615,0.0008051732,0.0001845604],"domain_scores_gemma":[0.9985284,0.0001629891,0.00007634836,0.0001217002,0.0007976642,0.0003130366],"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":[0.00001254315,0.00001204358,0.00005458767,0.00002227519,0.000001153282,0.00002945438,0.000007128838,0.00001393252,0.00006296739,0.00161417,0.9857939,0.01237587],"study_design_scores_gemma":[0.000003340079,0.000004804919,0.0002084199,0.00002254856,0.00000110665,0.00001228207,0.00002603231,0.00001951374,0.00004452242,0.0002797643,0.9993758,0.000001958327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007819833,0.003533056,0.0003336314,0.05494863,0.03276975,0.0000520265,0.001876707,0.0006921067,0.9050121],"genre_scores_gemma":[0.001648304,0.001163471,0.00009641575,0.006434062,0.001921614,0.000009057684,0.0007509092,0.0001084241,0.9878677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5998112,"threshold_uncertainty_score":0.8555579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07434994752779135,"score_gpt":0.2988382345694446,"score_spread":0.2244882870416533,"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."}}