{"id":"W2777487567","doi":"10.1007/s10346-017-0920-x","title":"Oldrich Hungr (1947–2017)","year":2017,"lang":"en","type":"article","venue":"Landslides","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BGC Engineering (Canada); University of British Columbia","funders":"","keywords":"Landslide; Geology; Geography; Seismology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003784789,0.0001050078,0.0002782287,0.00007760712,0.0005924496,0.0003667555,0.0004765701,0.0000495965,0.003457241],"category_scores_gemma":[0.0001550756,0.0001078288,0.00009064122,0.00002742851,0.0001196935,0.0003409274,0.0001840687,0.00006124831,0.02835702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002751351,"about_ca_system_score_gemma":0.000005591091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002971135,"about_ca_topic_score_gemma":0.0000535206,"domain_scores_codex":[0.9990905,0.00000255441,0.000256107,0.0003540303,0.00001993748,0.0002769043],"domain_scores_gemma":[0.9989725,0.00001959245,0.0002761405,0.0006537444,0.00001538027,0.00006258331],"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":[0.000009408423,0.00004279333,0.3954494,0.00001506705,0.00009867774,0.00001130963,0.0006319592,0.000006611745,0.000006564893,0.1697968,0.432813,0.001118452],"study_design_scores_gemma":[0.0004585706,0.00001477474,0.1108047,0.000008417895,0.000004940879,0.00000252107,0.0001593936,0.000125671,0.000042044,0.01383686,0.8743212,0.0002209445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07500599,0.0006774595,0.00007727084,0.0005240501,0.002944963,0.00007020383,0.0001670103,0.00003958089,0.9204935],"genre_scores_gemma":[0.7371928,0.0001957082,0.0002421487,0.0001294893,0.0001723029,0.000008463368,0.000004272678,0.000008831123,0.2620459],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6621869,"threshold_uncertainty_score":0.9974537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07711261872099255,"score_gpt":0.242217386650513,"score_spread":0.1651047679295205,"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."}}