{"id":"W2899389583","doi":"10.33354/smst.75733","title":"Kananmunan kuoren kestävyyden parantaminen","year":2010,"lang":"fi","type":"article","venue":"Suomen Maataloustieteellisen Seuran Tiedote","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006854911,0.0007692958,0.0006421461,0.0006005141,0.001951882,0.003143538,0.0008126426,0.0009808714,0.07564327],"category_scores_gemma":[0.001501663,0.0004884148,0.0004619966,0.0006213617,0.0005934793,0.001833593,0.002229999,0.001603754,0.02227068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335216,"about_ca_system_score_gemma":0.003380491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006220078,"about_ca_topic_score_gemma":0.0153584,"domain_scores_codex":[0.9992487,0.000104818,0.00004342771,0.0002239068,0.0002582377,0.0001208215],"domain_scores_gemma":[0.9993668,0.0001643546,0.00006172711,0.00004844503,0.0002423014,0.0001163768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001488724,0.0004670563,0.01707171,0.002661897,0.0001013836,0.003917349,0.009255419,0.002033741,0.09577702,0.02928367,0.08820122,0.7497408],"study_design_scores_gemma":[0.00002803747,0.000194335,0.00785596,0.0003967513,0.00005753529,0.001030855,0.003778794,0.0007010083,0.01925924,0.002879961,0.9637593,0.00005818997],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.222548,0.0319394,0.02500401,0.01534399,0.006606542,0.0005392145,0.004923936,0.002397796,0.6906971],"genre_scores_gemma":[0.312952,0.01412305,0.02050614,0.001752559,0.000317585,0.0002687283,0.003259192,0.0009595703,0.6458612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07564327,"threshold_uncertainty_score":0.2530519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005953838895551274,"score_gpt":0.228821269112513,"score_spread":0.2228674302169617,"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."}}