{"id":"W7036745407","doi":"","title":"Collaborative Opportunities in DMSMS","year":2001,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Pharmacological Receptor Mechanisms and Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Electronics; Service (business); National security; Defence industry; Technological change; Industrial technology; Tertiary sector of the economy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002359402,0.0001403231,0.0001387213,0.00008323661,0.00004871614,0.00003993338,0.0001477765,0.0001757392,0.0001507354],"category_scores_gemma":[0.0001366753,0.0001212329,0.00005980906,0.0001716192,0.00005958913,0.00003661941,0.0001129476,0.0001309614,0.00008069574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003518643,"about_ca_system_score_gemma":0.00004253109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000410799,"about_ca_topic_score_gemma":0.00001170192,"domain_scores_codex":[0.9990858,0.00005716799,0.0003186955,0.0001307961,0.0001440262,0.0002635053],"domain_scores_gemma":[0.9995219,0.00002085819,0.00008411361,0.0001578704,0.0001002062,0.0001150756],"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":[0.003133238,0.001548841,0.007776663,0.0001662937,0.0001701967,0.0001785049,0.0007506141,0.0006596089,0.7107773,0.03007583,0.1423789,0.102384],"study_design_scores_gemma":[0.002266081,0.0006449111,0.003439659,0.00004114117,0.00001282417,0.0000835618,0.0004020759,0.0003730163,0.05102029,0.0005314937,0.9407418,0.000443153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422369,0.000115229,0.007421453,0.0007899778,0.0003438572,0.0006874842,0.00007703622,0.0001083065,0.04821973],"genre_scores_gemma":[0.9953922,0.0005669508,0.0005531006,0.002910563,0.00005353595,0.00007566243,0.0003166613,0.000007372411,0.0001239244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7983629,"threshold_uncertainty_score":0.4943734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355981995175429,"score_gpt":0.2805385847390666,"score_spread":0.2569787647873124,"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."}}