{"id":"W4234394845","doi":"10.21203/rs.3.rs-62392/v1","title":"Comparative Study of Histological and Histochemical Image Processing in Muscle Fibre Sections of Broiler Chicken","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Broiler; Muscle fibre; Anatomy; Biology; Food science; Skeletal muscle","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":[0.0002407498,0.0002095238,0.0001140773,0.0007830637,0.0002039554,0.0002685105,0.0001501002,0.000280004,0.001967643],"category_scores_gemma":[0.0002898139,0.0002429272,0.0001437906,0.0002925129,0.0002193109,0.0002938557,0.0001201124,0.0001776696,0.0003875827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694098,"about_ca_system_score_gemma":0.0001532409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716558,"about_ca_topic_score_gemma":0.00244953,"domain_scores_codex":[0.99991,0.000008042055,0.00000892301,0.00003347232,0.00002109706,0.00001847701],"domain_scores_gemma":[0.9997092,0.00004212998,0.00005280918,0.00002287012,0.0001401253,0.00003283099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002650678,0.00002203378,0.001848076,0.00008927999,0.00001197119,0.00009192685,0.00006937038,0.0001608558,0.9929167,0.00009880631,0.00005518186,0.004370743],"study_design_scores_gemma":[0.00002114677,0.0004680031,0.3595273,0.00003876107,0.0001048504,0.001714877,0.0004325116,0.004787829,0.6297337,0.0001793872,0.002969685,0.00002182368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882013,0.0006730183,0.008769822,0.00003604275,0.00003349697,0.00002933713,0.0003525204,0.0000810794,0.001823504],"genre_scores_gemma":[0.9682576,0.0009897308,0.02044114,0.00003482381,0.00002311983,0.00004994459,0.000790692,0.00009840888,0.009314595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001967643,"threshold_uncertainty_score":0.006582379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182294551415118,"score_gpt":0.4405982040853871,"score_spread":0.3223687489438753,"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."}}