{"id":"W2115576702","doi":"10.1177/002215540205000601","title":"From Pixels to Picograms","year":2002,"lang":"en","type":"article","venue":"Journal of Histochemistry & Cytochemistry","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":275,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Genome size; Genome; Feulgen stain; Computational biology; Densitometry; Biology; Computer science; Genetics; Gene; Medicine; DNA","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105715,0.001356431,0.0007790338,0.005898166,0.0006728208,0.00400187,0.001851067,0.001023799,0.08730224],"category_scores_gemma":[0.00495692,0.0008956254,0.0007328999,0.007138702,0.000900303,0.003389817,0.002241604,0.001901169,0.07922506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008067068,"about_ca_system_score_gemma":0.0006641466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254537,"about_ca_topic_score_gemma":0.001522859,"domain_scores_codex":[0.9979879,0.0002730605,0.0001977352,0.0004055967,0.001020766,0.0001149927],"domain_scores_gemma":[0.9979053,0.0003928657,0.0001332196,0.0003182336,0.001137484,0.0001129156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004017726,0.00007807931,0.00245088,0.002025162,0.0001078991,0.0002652798,0.0004715872,0.002306904,0.04960149,0.03764026,0.3468514,0.5577992],"study_design_scores_gemma":[0.00002404737,0.00007319525,0.003061124,0.0002938902,0.00004590491,0.0009911652,0.0003418913,0.005718115,0.02576876,0.02321064,0.9404017,0.00006943045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01828035,0.03051711,0.5836055,0.004727614,0.00777543,0.0007325782,0.05040947,0.0640761,0.2398758],"genre_scores_gemma":[0.08460736,0.02544623,0.6992093,0.003283918,0.001312544,0.001340417,0.04062442,0.01170318,0.1324727],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08730224,"threshold_uncertainty_score":0.2920551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256732372419999,"score_gpt":0.2257718523082609,"score_spread":0.2132045285840609,"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."}}