{"id":"W7019810983","doi":"","title":"Instrumental methods as strategic supporting tools for systematic biochemical analysis of serra da estrela sheep milk.","year":2022,"lang":"en","type":"article","venue":"Repositório Científico do Instituto Politécnico de Viseu (Instituto Politécnico de Viseu)","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Process (computing); Identification (biology); Statistical analysis","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":[0.006437932,0.001458167,0.0006410335,0.003972902,0.0006636566,0.001287826,0.001252624,0.001078858,0.003078822],"category_scores_gemma":[0.00530352,0.000810964,0.0005495004,0.001410334,0.0007750685,0.0009890241,0.001747091,0.001382642,0.002819738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162849,"about_ca_system_score_gemma":0.001224344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006074599,"about_ca_topic_score_gemma":0.002530478,"domain_scores_codex":[0.9939049,0.00213161,0.0003447527,0.0008565874,0.002610918,0.0001511828],"domain_scores_gemma":[0.9970567,0.0009588668,0.0003939988,0.0004941739,0.0009745553,0.000121659],"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":[0.000427222,0.0001631593,0.01411587,0.001420825,0.0002266822,0.0004107396,0.0005400092,0.0007828367,0.8199629,0.004405729,0.003525822,0.1540182],"study_design_scores_gemma":[0.00006171937,0.001024078,0.04765922,0.0006224834,0.0003130251,0.002537407,0.0007655997,0.01300203,0.7957302,0.005165643,0.1329265,0.0001921419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09331447,0.03653223,0.8360952,0.001262984,0.001165525,0.001103481,0.003567769,0.004081479,0.02287692],"genre_scores_gemma":[0.2174429,0.00992988,0.7509502,0.0007329061,0.0002374369,0.001844242,0.002752319,0.0004834658,0.01562671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006437932,"threshold_uncertainty_score":0.03404742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882997742263052,"score_gpt":0.3447779259420228,"score_spread":0.2959479485193923,"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."}}