{"id":"W4248501293","doi":"10.1002/jemt.10134","title":"Introduction","year":2002,"lang":"en","type":"article","venue":"Microscopy Research and Technique","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Citation; Library science; Computer science; Cognitive science; Art history; Psychology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000578696,0.00009619526,0.0001160108,0.0002600582,0.0005211068,0.00005241757,0.0002647963,0.0001298525,0.001080337],"category_scores_gemma":[0.0005238801,0.00008192078,0.00002110454,0.000504864,0.001199331,0.0001402916,0.0002040258,0.0008686415,0.0004723191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002175964,"about_ca_system_score_gemma":0.00001231269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008795312,"about_ca_topic_score_gemma":8.860645e-7,"domain_scores_codex":[0.9981642,0.0004625306,0.0001178633,0.0005368753,0.0001602083,0.0005583656],"domain_scores_gemma":[0.9992197,0.0002731775,0.00001692552,0.0003169391,0.00006735968,0.000105871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003809715,0.00009154157,0.00008593585,0.00001110397,0.000001036233,0.00001478709,0.00002557223,3.031328e-8,0.9557245,0.003015101,0.03979034,0.001201992],"study_design_scores_gemma":[0.0001025117,0.0005765972,0.00007123796,0.000004818595,3.783651e-7,0.0001024669,0.00000514491,0.00001668503,0.9322836,0.005216159,0.0615497,0.00007071007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734425,0.000252815,0.0002465791,0.006261705,0.0001427252,0.000983096,0.0000130424,0.0002545593,0.01840298],"genre_scores_gemma":[0.9914987,0.0008764973,0.0002772825,0.0002366793,0.0002441743,0.0002025841,0.000001630592,0.00001490496,0.006647517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02344087,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07948871785464451,"score_gpt":0.3785335879528325,"score_spread":0.299044870098188,"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."}}