{"id":"W2581843725","doi":"","title":"Wymagana dokumentacja maszyn i urządzeń stosowanych w przemyśle mleczarskim","year":2015,"lang":"pl","type":"article","venue":"Przegląd Mleczarski","topic":"Nutrition and Health Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001651539,0.001281856,0.002056221,0.000753866,0.0007433922,0.0002179613,0.0006991313,0.0007538009,0.002442875],"category_scores_gemma":[0.000901307,0.001258303,0.0005407163,0.001427322,0.0006257176,0.0005224664,0.0005617879,0.001648924,0.008868612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487647,"about_ca_system_score_gemma":0.001872648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004128209,"about_ca_topic_score_gemma":0.0002408116,"domain_scores_codex":[0.9910966,0.0004545119,0.001982492,0.001696993,0.002170005,0.00259947],"domain_scores_gemma":[0.9934734,0.0003138784,0.0006863016,0.001565167,0.001170423,0.002790876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001966442,0.003427134,0.02904838,0.002796673,0.001056248,0.0007710605,0.00839338,0.00001329385,0.001474493,0.007197891,0.9309741,0.01288091],"study_design_scores_gemma":[0.02060734,0.003760614,0.01499396,0.002236473,0.001326489,0.0003998461,0.006907173,0.0003965849,0.002838218,0.003478926,0.9410782,0.001976153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1522796,0.2129712,0.001730685,0.1268357,0.02467505,0.01297332,0.00103254,0.002800203,0.4647017],"genre_scores_gemma":[0.8749654,0.01230131,0.004368486,0.01925164,0.005596607,0.0004975505,0.0004485547,0.0004257276,0.08214477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7226858,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2226940056287423,"score_gpt":0.4031596021469658,"score_spread":0.1804655965182236,"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."}}