{"id":"W3119435007","doi":"10.1080/10095020.2020.1860555","title":"Gottfried Konecny: the influence in the global development of the three geosciences","year":2021,"lang":"en","type":"article","venue":"Geo-spatial Information Science","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.002215341,0.00008750692,0.0001014789,0.00004843093,0.0008643036,0.0002735313,0.001385123,0.00003327964,0.0001251415],"category_scores_gemma":[0.0007627275,0.00003604285,0.00004767415,0.00262558,0.0006648424,0.001074631,0.00009597054,0.0001298778,0.00008276595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106193,"about_ca_system_score_gemma":0.0006111216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00563942,"about_ca_topic_score_gemma":0.03927271,"domain_scores_codex":[0.9979485,0.00008296721,0.0004326679,0.0001546655,0.001085817,0.0002953586],"domain_scores_gemma":[0.9990515,0.0001165548,0.000190742,0.0003319893,0.0002638054,0.00004538917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006022787,0.00001322922,0.6305431,0.000006658823,0.000003332998,6.673914e-7,0.00412031,0.2153928,0.0000204144,0.0008715615,0.00001890104,0.149003],"study_design_scores_gemma":[0.00005466324,0.00001031032,0.9008871,0.00001006323,0.000003418053,0.00000519826,0.001138389,0.09479409,0.00009744319,0.00117968,0.001760021,0.00005967785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866452,0.00004735632,0.006511211,0.002676064,0.0001961933,0.0001188824,0.00001448474,0.000009277421,0.003781337],"genre_scores_gemma":[0.9980097,0.000007559277,0.0006340666,0.001319375,0.00001288784,0.000002325009,0.00000736571,2.297998e-7,0.000006536356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.270344,"threshold_uncertainty_score":0.9782581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023991189441147,"score_gpt":0.2304786641495584,"score_spread":0.210238752255147,"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."}}