{"id":"W4242091487","doi":"10.5623/cig2016-214","title":"Industry News","year":2016,"lang":"en","type":"article","venue":"GEOMATICA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Political science","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":[0.0007810084,0.001017546,0.0005058875,0.001795018,0.001913736,0.008107201,0.0009030621,0.005255697,0.4230064],"category_scores_gemma":[0.003487772,0.0003989822,0.0006550596,0.001636797,0.0006849147,0.002921321,0.001481255,0.003710902,0.342808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816439,"about_ca_system_score_gemma":0.003530182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121358,"about_ca_topic_score_gemma":0.02754266,"domain_scores_codex":[0.9988206,0.00005898477,0.00003323743,0.0001268717,0.0007845463,0.0001757388],"domain_scores_gemma":[0.9984333,0.000168499,0.00008599827,0.0001378346,0.0008328874,0.0003413815],"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":[0.00001553065,0.00001357781,0.00006061955,0.00002678212,0.000001140867,0.00003647123,0.000008107342,0.0000151353,0.00007597487,0.001622733,0.9837791,0.01434474],"study_design_scores_gemma":[0.00000327401,0.000004554421,0.0001804533,0.00002190363,9.2816e-7,0.00001408491,0.00002448298,0.00001692709,0.00004552013,0.0002631943,0.9994229,0.000001794757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000759666,0.003393396,0.0003056451,0.05293623,0.03215161,0.00004997682,0.001984097,0.0006501605,0.9077692],"genre_scores_gemma":[0.001324567,0.001103066,0.00008315261,0.00479297,0.001764963,0.000007887449,0.0006762513,0.0001033455,0.9901438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5769936,"threshold_uncertainty_score":0.8230114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942912205909905,"score_gpt":0.2559846650080145,"score_spread":0.2365555429489155,"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."}}