{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005873864,0.0008942997,0.0006564421,0.0001833212,0.0004654284,0.0002441056,0.0009641086,0.00102766,0.0004568608],"category_scores_gemma":[0.0001311475,0.000886497,0.0004500143,0.0003784029,0.0007224975,0.00002523558,0.0005113672,0.0009984415,0.0006917173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003674018,"about_ca_system_score_gemma":0.0002949705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000273,"about_ca_topic_score_gemma":0.0003320663,"domain_scores_codex":[0.9953297,0.0001514811,0.0008690384,0.001826516,0.0005736816,0.001249586],"domain_scores_gemma":[0.996667,0.0000269106,0.0004178956,0.002020298,0.0003104622,0.0005574294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000412464,0.0002958837,0.004573068,0.0001942185,0.0003749383,0.00007227199,0.0003486173,0.0001684949,0.9601662,0.0002120679,0.0104996,0.02268217],"study_design_scores_gemma":[0.001612814,0.001217128,0.005391164,0.00005612701,0.0003592315,0.0002849871,0.0003693443,0.000831321,0.1676679,0.0002167327,0.820339,0.001654199],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744666,0.004319961,0.0005064917,0.0008629273,0.004753605,0.0009891469,0.0004737886,0.00008857671,0.01353888],"genre_scores_gemma":[0.9333386,0.002408947,0.001220274,0.0002499514,0.004174179,0.000037137,0.001170511,0.0002130908,0.05718729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8098394,"threshold_uncertainty_score":0.9993586,"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."}}