{"id":"W2791816639","doi":"10.1017/s1551929500053839","title":"Microscopy in Costa Rica","year":2005,"lang":"en","type":"article","venue":"Microscopy Today","topic":"Elite Sociology and Global Capitalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Geography; Quarter (Canadian coin); Political science; Archaeology; Chemistry; Crystallography","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":[],"category_scores_codex":[0.0007540719,0.0001408102,0.0001998524,0.00007687625,0.000413132,0.00006196064,0.000356423,0.0002940341,0.0008303216],"category_scores_gemma":[0.0001346919,0.0001470515,0.00007542629,0.0003133211,0.0005739501,0.000221733,0.00005385072,0.0002780645,0.0009856788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000288351,"about_ca_system_score_gemma":0.0001637986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640718,"about_ca_topic_score_gemma":0.00384031,"domain_scores_codex":[0.9983953,0.0002705599,0.0002446676,0.0003101281,0.0001638036,0.0006155101],"domain_scores_gemma":[0.9994342,0.0001161768,0.00006259597,0.0002066261,0.00005233739,0.0001280912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001805166,0.0008320769,0.3291771,0.00002721042,0.0000569966,0.000061733,0.1377937,0.00002394345,0.1433123,0.08884556,0.2865403,0.01314847],"study_design_scores_gemma":[0.0004925714,0.00004445479,0.01250591,0.00002585627,0.000006954688,0.000001367973,0.002128992,0.000002409012,0.008132002,0.002289637,0.9741156,0.0002542169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143314,0.003524563,0.00002944995,0.009948072,0.0005116944,0.0002407217,0.00002609499,0.0001013918,0.07128666],"genre_scores_gemma":[0.9867064,0.0007559282,0.002593289,0.003977305,0.0004138543,0.00001669574,0.00001481572,0.00001464545,0.00550703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6875753,"threshold_uncertainty_score":0.9997922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246902346194352,"score_gpt":0.3453337372951247,"score_spread":0.3328647138331812,"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."}}