{"id":"W7003513227","doi":"","title":"Page 068","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); Table (database)","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":[0.0001540839,0.0005587364,0.0004883718,0.000826733,0.0004235104,0.0001235846,0.001320022,0.0002115122,0.0001376335],"category_scores_gemma":[0.00004888677,0.0007042058,0.0005015658,0.001025713,0.0005709673,0.0002115155,0.001238205,0.0003637715,0.00008570158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141792,"about_ca_system_score_gemma":0.0001810874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004483797,"about_ca_topic_score_gemma":0.0002900763,"domain_scores_codex":[0.9973219,0.0001693005,0.0003146717,0.001027132,0.0003352741,0.0008316915],"domain_scores_gemma":[0.9975984,0.0000452559,0.0002836783,0.001226874,0.0003670762,0.000478682],"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":[0.01338605,0.009095165,0.2776538,0.000477714,0.009158834,0.02550665,0.01058407,0.0004508533,0.2644711,0.01185175,0.2704172,0.1069469],"study_design_scores_gemma":[0.002257136,0.0008834856,0.006277977,0.00004781973,0.0002965774,0.00004995992,0.002912547,0.00005410454,0.03556276,0.001909069,0.9479499,0.001798688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7980696,0.00009884371,0.04054485,0.00007156664,0.00007740342,0.0005231179,0.0002857158,0.0004572506,0.1598717],"genre_scores_gemma":[0.9579756,0.0007497942,0.0004569666,0.00009090154,0.00003437532,4.214371e-7,0.0003038776,0.00007030767,0.0403178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6775327,"threshold_uncertainty_score":0.9995409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225789909746825,"score_gpt":0.1909571583301835,"score_spread":0.1786992592327152,"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."}}