{"id":"W4324020355","doi":"10.1177/10406387231160767","title":"Histology of the whole body of honey bees: tissue fixation and processing","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"Université de Montréal","keywords":"Histopathology; Beekeeping; Fixation (population genetics); Biology; Histology; Pathology; Honey Bees; Medicine; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004195695,0.00005269449,0.0001330776,0.00003519806,0.00008619496,0.00001127254,0.0001200971,0.00005316981,0.00002548675],"category_scores_gemma":[0.001267344,0.00002042265,0.00003175401,0.0003384931,0.000171719,0.0001249157,0.00004412086,0.00009550433,0.000001969886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001419204,"about_ca_system_score_gemma":0.00003542002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005684135,"about_ca_topic_score_gemma":0.000009789501,"domain_scores_codex":[0.9992026,0.0001299172,0.0002982312,0.00006121076,0.0002118058,0.00009621093],"domain_scores_gemma":[0.9985683,0.0008075555,0.000367911,0.00002646439,0.0001872654,0.00004252311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002332552,0.00002008296,0.02218372,0.00007561195,0.000004815143,0.000009976205,0.0003629689,0.00003016765,0.9625604,0.00006376503,0.0003330877,0.01433209],"study_design_scores_gemma":[0.0001300627,0.001574953,0.9489259,0.0003046934,0.0000203161,0.00009902902,0.0001829626,0.0002979264,0.04485654,0.002720657,0.0008323537,0.00005459676],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977133,0.0002479417,0.000005575521,0.001784998,0.0001091758,0.00008814401,0.000007296417,0.00000454236,0.00003899464],"genre_scores_gemma":[0.9996556,0.00008972752,0.00007839598,0.00003305404,0.000105567,0.000002320397,0.000006696908,7.433569e-7,0.00002787309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9267422,"threshold_uncertainty_score":0.1517221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04777849735868719,"score_gpt":0.2906096772191593,"score_spread":0.2428311798604721,"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."}}