{"id":"W4255104995","doi":"10.1126/science.335.6064.113","title":"AAAS 2012 Annual Meeting Program","year":2012,"lang":"en","type":"article","venue":"Science","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Theme (computing); Political science; Medical education; Medicine; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002497491,0.00112639,0.0008550073,0.00253605,0.002084698,0.005769544,0.001483716,0.003101539,0.3099973],"category_scores_gemma":[0.006294168,0.000466991,0.0008028116,0.002206408,0.0004060589,0.002768178,0.001974419,0.00299279,0.314821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00253569,"about_ca_system_score_gemma":0.00529951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005765913,"about_ca_topic_score_gemma":0.01048281,"domain_scores_codex":[0.9983473,0.0001370877,0.00009924369,0.0001755576,0.00106788,0.0001729227],"domain_scores_gemma":[0.9954841,0.0001529329,0.0002119646,0.0003285089,0.002760654,0.001061925],"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":[0.00001420364,0.00001957864,0.00008062097,0.00003823542,0.000002571279,0.00001396635,0.00000521175,0.00001753126,0.00007015034,0.0008465495,0.977905,0.02098627],"study_design_scores_gemma":[0.000003322535,0.000004890942,0.0003361917,0.00002483967,0.000001964372,0.0000126842,0.00001006297,0.0000331435,0.00004236523,0.0003775941,0.9991487,0.00000425206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001263204,0.007679204,0.002233227,0.05850505,0.05383007,0.0004091505,0.02300182,0.00269714,0.8503811],"genre_scores_gemma":[0.006321972,0.01244826,0.002422003,0.007934186,0.01177662,0.0004323039,0.02380779,0.0005725777,0.9342843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3099973,"threshold_uncertainty_score":0.9842051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09793997217853971,"score_gpt":0.4595076256654388,"score_spread":0.3615676534868991,"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."}}