{"id":"W7097115804","doi":"","title":"SOIL DEVELOPMENT IN QUATERNARY","year":2016,"lang":"en","type":"article","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Valorisation; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007280906,0.0002642398,0.0004418272,0.002031121,0.001497604,0.001694746,0.0007741278,0.000519419,0.003933679],"category_scores_gemma":[0.001363424,0.000213345,0.0003234828,0.003846251,0.001174348,0.0009386292,0.001177011,0.0004295598,0.0007940097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006829868,"about_ca_system_score_gemma":0.004086827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1963609,"about_ca_topic_score_gemma":0.3917803,"domain_scores_codex":[0.9995064,0.00007073083,0.00003901009,0.0001157989,0.0001243731,0.0001437342],"domain_scores_gemma":[0.9990339,0.00006494349,0.0002612093,0.00003250237,0.0004634325,0.0001440693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005705554,0.0001504993,0.8808602,0.0005594494,0.0001858849,0.00111319,0.003516549,0.00457589,0.01313875,0.009542324,0.004352511,0.0814341],"study_design_scores_gemma":[0.00003130498,0.0001316045,0.9568525,0.0001122534,0.00005715184,0.0002076561,0.001982088,0.002499803,0.002254813,0.001979173,0.03386954,0.00002209576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951478,0.006306386,0.002217672,0.001585878,0.0001154952,0.00004775018,0.004507725,0.0002090421,0.03353208],"genre_scores_gemma":[0.9948869,0.0007422354,0.0004496232,0.00007755119,0.00002198269,0.000007823666,0.0005519029,0.00001558445,0.003246264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1963609,"threshold_uncertainty_score":0.390436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09900208148508917,"score_gpt":0.3454845808751666,"score_spread":0.2464824993900775,"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."}}