{"id":"W7055017566","doi":"","title":"Case Study: Detentions Limited Inc.","year":2012,"lang":"en","type":"other","venue":"ATE Central (National Science Foundation)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Fusible alloy; Emperipolesis; Triacetin","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002648537,0.0002084753,0.0001325081,0.0003665338,0.0003382509,0.0001893175,0.0003126767,0.00008383929,0.003972837],"category_scores_gemma":[0.00003285013,0.0002079628,0.00004168732,0.0009476617,0.0002114316,0.0004415352,0.00004771111,0.0001474568,0.001440219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312877,"about_ca_system_score_gemma":0.0002108466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002773502,"about_ca_topic_score_gemma":0.0003701678,"domain_scores_codex":[0.9983462,0.00002104414,0.0002389711,0.000303993,0.0006384379,0.0004513171],"domain_scores_gemma":[0.9992601,0.00003478805,0.00007925418,0.0002405322,0.0001621936,0.0002230813],"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":[0.000005899263,0.001914764,0.005189374,0.0001512153,0.0004923553,0.0002672727,0.00147275,0.006401678,0.002671389,0.121915,0.8203382,0.03917999],"study_design_scores_gemma":[0.000444396,0.00002283237,0.004602089,0.00002762003,0.00008688266,0.000318424,0.0002262747,0.0115449,0.00007453453,0.0005046878,0.9815001,0.0006472019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01626308,0.0001609283,0.01232066,0.0003312913,0.003257709,0.002506339,0.0003670884,0.002204399,0.9625885],"genre_scores_gemma":[0.8885149,0.00004648909,0.001837244,0.00007586214,0.000735778,0.0002133642,0.0005265925,0.0002076829,0.1078421],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8722518,"threshold_uncertainty_score":0.9993373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163219595170699,"score_gpt":0.2715918329767351,"score_spread":0.2399596370250281,"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."}}