{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006216955,0.001505672,0.000556577,0.00170065,0.001213957,0.003001131,0.001613245,0.0009791721,0.526869],"category_scores_gemma":[0.004098502,0.0007697883,0.0009140809,0.0007878356,0.0004439149,0.003389133,0.004110129,0.001763053,0.4439193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121805,"about_ca_system_score_gemma":0.001129931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479102,"about_ca_topic_score_gemma":0.003091016,"domain_scores_codex":[0.999087,0.0001021549,0.00003504109,0.0001724215,0.0004502148,0.0001532684],"domain_scores_gemma":[0.9985583,0.0002393295,0.00004676239,0.0005872587,0.0003801529,0.0001880803],"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":[0.0001479074,0.0001157597,0.0006919773,0.0002117588,0.00001490595,0.00008480542,0.0002272714,0.000299751,0.002760786,0.01436632,0.829895,0.1511836],"study_design_scores_gemma":[0.00002488655,0.00001529566,0.0003061844,0.00003454151,0.00001061232,0.0001094929,0.00007357625,0.0006187452,0.004033391,0.003809535,0.9909441,0.00001954169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003779772,0.0002882477,0.07238802,0.0008348311,0.001360123,0.0004679504,0.01840768,0.1520011,0.7504722],"genre_scores_gemma":[0.02485316,0.0005464359,0.03039427,0.001171321,0.0002717929,0.0006152052,0.04015267,0.04776486,0.8542302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.473131,"threshold_uncertainty_score":0,"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."}}