{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a3a68d2709f8","filters":{"venue":"Journal of Linyi Teachers' University"}},"results":[{"id":"W2376923481","doi":"","title":"Design of Microscope Autocontrol System","year":2006,"lang":"en","type":"article","venue":"Journal of Linyi Teachers' University","topic":"Image Processing Techniques and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Microscope; Image processing; Computer vision; Computer science; Artificial intelligence; Observer (physics); Computer graphics (images); Image (mathematics); Optics; Physics","authors":[{"name":"Guanying Ma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007787770021400318,"gpt":0.1954289405248304,"spread":0.1876411705034301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003569491,0.0005491873,0.0005189886,0.0006963252,0.0005864456,0.0008111726,0.001345142,0.0005958374,0.004919499],"category_scores_gemma":[0.0004815749,0.0003297661,0.0002562863,0.0002153911,0.0002593491,0.0004732415,0.0005608901,0.0004413411,0.001220516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004488525,"about_ca_system_score_gemma":0.0008695178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051966,"about_ca_topic_score_gemma":0.001132552,"domain_scores_codex":[0.9993331,0.00005097769,0.00003539347,0.0002084863,0.0002996234,0.00007246932],"domain_scores_gemma":[0.9996108,0.00004100101,0.00003640465,0.00003115881,0.0002410193,0.00003951409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007489676,0.0002482235,0.006348346,0.00105919,0.0001368256,0.001166782,0.0008463779,0.04638193,0.355848,0.01791711,0.01678619,0.5525121],"study_design_scores_gemma":[0.0006473519,0.002057316,0.01118625,0.00021257,0.0003150603,0.002939705,0.0002510486,0.5954415,0.2260118,0.004560059,0.1560619,0.0003154081],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02580441,0.0005479546,0.9527611,0.0002005465,0.0002694211,0.0005871108,0.000166465,0.007599992,0.01206298],"genre_scores_gemma":[0.6946063,0.0006474889,0.2781671,0.000370109,0.0002370955,0.0014698,0.0004940802,0.0002190919,0.02378899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004919499,"threshold_uncertainty_score":0.01645738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}