{"id":"W7003585883","doi":"","title":"Page 032","year":2011,"lang":"en","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Period (music); Register (sociolinguistics); Quarter (Canadian coin)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001537273,0.0005586428,0.0004884179,0.0008281455,0.000419486,0.0001231387,0.001320057,0.0002114509,0.0001327066],"category_scores_gemma":[0.00004914331,0.0007041239,0.0005030893,0.001034005,0.0005707443,0.0002115781,0.001237423,0.0003635954,0.00008414059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141642,"about_ca_system_score_gemma":0.0001808532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004528339,"about_ca_topic_score_gemma":0.000293119,"domain_scores_codex":[0.9973248,0.000167422,0.0003141299,0.001027113,0.000335108,0.0008314452],"domain_scores_gemma":[0.9975965,0.00004519631,0.0002837726,0.001226616,0.0003692228,0.0004786889],"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":[0.0131116,0.008986111,0.2725103,0.0004721396,0.00899727,0.02523262,0.01044833,0.0004256763,0.2748387,0.01185424,0.2663088,0.1068142],"study_design_scores_gemma":[0.002214797,0.0008682666,0.006192788,0.000047506,0.0002929406,0.00004909008,0.002873278,0.00005298916,0.03588181,0.001899016,0.9478483,0.00177922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7977446,0.00009874566,0.03904686,0.00007084211,0.00007686274,0.0005191735,0.0002824997,0.0004541447,0.1617063],"genre_scores_gemma":[0.9583504,0.0007453996,0.0004525348,0.00009084804,0.00003435545,4.215624e-7,0.0003015764,0.00007030313,0.03995422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6815395,"threshold_uncertainty_score":0.999541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243300597621009,"score_gpt":0.19098874890092,"score_spread":0.1785557429247099,"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."}}