{"id":"W4249441253","doi":"10.1016/j.aodf.2009.06.008","title":"Create","year":2009,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001329442,0.0001081332,0.0001138581,0.00008901045,0.0000590022,0.0000355153,0.0001693875,0.00003826105,0.000527883],"category_scores_gemma":[0.00004144987,0.0001010956,0.00004921645,0.0003053061,0.00002829049,0.0001574495,0.00001327943,0.00008038678,0.02357546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003982319,"about_ca_system_score_gemma":0.00001640785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001967727,"about_ca_topic_score_gemma":0.000008680398,"domain_scores_codex":[0.9992003,0.0000260587,0.0001161205,0.0001875414,0.0001746947,0.0002952725],"domain_scores_gemma":[0.9994738,0.00001795086,0.00003649053,0.0003276964,0.00003109935,0.0001129323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002329835,0.000817176,0.01224644,0.00001024851,0.0001225207,0.0003951498,0.001677833,0.00004494027,0.500484,0.06177351,0.3173365,0.1048587],"study_design_scores_gemma":[0.001640075,0.0004216732,0.331294,0.00001981987,0.00005561613,0.00007056323,0.00006682301,0.000229021,0.06589159,0.01271489,0.586982,0.0006139188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7128741,0.00009826478,0.00001633981,0.0007686079,0.00006679459,0.00009691754,0.000009965812,0.0004391579,0.2856298],"genre_scores_gemma":[0.9940847,0.000003816345,0.0002948304,0.0008230388,0.0001301625,0.000002434736,0.0000113272,0.00003259776,0.004617153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4345924,"threshold_uncertainty_score":0.9771848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019343854379582,"score_gpt":0.2630486952380607,"score_spread":0.2528552566942648,"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."}}