{"id":"W2946511722","doi":"10.5281/zenodo.1118396","title":"Ddi In Agriculture? Why Not!","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Presentation (obstetrics); Workflow; Agriculture; Graduate students; Library science; Computer science; Medical education; World Wide Web; Geography; Medicine; Database","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":[0.04466055,0.0007304128,0.001412757,0.004555357,0.006342731,0.0243201,0.004535712,0.007095518,0.03954602],"category_scores_gemma":[0.1182475,0.0008607969,0.001265936,0.01455584,0.01321876,0.04084394,0.01430532,0.01320597,0.02906576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007931425,"about_ca_system_score_gemma":0.00861139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009675044,"about_ca_topic_score_gemma":0.008644272,"domain_scores_codex":[0.9671988,0.01649247,0.002685885,0.003646685,0.008623421,0.001352738],"domain_scores_gemma":[0.905404,0.04054314,0.004952568,0.0268009,0.01633362,0.005965664],"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":[0.00007112195,0.00008833435,0.004891313,0.001258393,0.0000324478,0.0002403182,0.01261318,0.0002564913,0.000762157,0.1177003,0.529528,0.332558],"study_design_scores_gemma":[0.000007635447,0.0000179436,0.00072886,0.0008547843,0.000007511288,0.0001739096,0.006272716,0.00009327899,0.0002951334,0.02455771,0.9669613,0.00002923465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003696918,0.01905529,0.04078418,0.8146349,0.01789109,0.0001741317,0.001978087,0.003708531,0.09807693],"genre_scores_gemma":[0.1359937,0.08952104,0.2047117,0.3999688,0.01694471,0.001364678,0.006851693,0.009251043,0.1353927],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04466055,"threshold_uncertainty_score":0.2361904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967202858258396,"score_gpt":0.3747806605429434,"score_spread":0.1780603747171038,"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."}}