{"id":"W2748668643","doi":"10.1007/s00193-017-0751-7","title":"In memoriam Prof. Petr A. Voinovich (1953–2016)","year":2017,"lang":"en","type":"article","venue":"Shock Waves","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Physics; Philosophy","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":[0.0001237522,0.0001035405,0.0001435293,0.00003181301,0.0003276668,0.00007026442,0.00025672,0.00003002594,0.001605957],"category_scores_gemma":[0.00003916559,0.00007942082,0.00003121508,0.00002761309,0.0001029991,0.0002773468,0.00006373823,0.00009343624,0.0009607676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004300922,"about_ca_system_score_gemma":0.00001030871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004627907,"about_ca_topic_score_gemma":0.0106061,"domain_scores_codex":[0.9992806,0.00001674344,0.0001238585,0.0001964315,0.0001414054,0.0002409281],"domain_scores_gemma":[0.9995965,0.00002809976,0.00005442473,0.0002650892,0.000003314277,0.00005256157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006411345,0.000008254066,0.9779087,0.000009090653,0.000008229413,0.00001443693,0.0001054296,0.00001127225,0.000005619544,0.00001201618,0.006353836,0.01555676],"study_design_scores_gemma":[0.0001686743,0.00003687416,0.9125602,0.000007548357,0.000004206519,0.00000217818,0.00009164295,0.0002063573,0.00005627846,0.000811432,0.08594539,0.0001092376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7471431,0.0004522496,0.000001978267,0.001805781,0.00156733,0.0001385513,0.0000214159,0.00001776386,0.2488518],"genre_scores_gemma":[0.9791657,0.0001790341,0.00009607569,0.0001140076,0.0004962885,0.000001136884,0.00001644217,0.000002443336,0.01992882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2320226,"threshold_uncertainty_score":0.9998171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469269306747558,"score_gpt":0.2257310994224468,"score_spread":0.2110384063549713,"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."}}