{"id":"W2617284872","doi":"","title":"Prediction and Comparison of Vacuum Related Variables in Conventional and Quarter Individual Milking Systems","year":2010,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milking; Quarter (Canadian coin); Mathematics; Variables; Mechanics; Statistics; Physics; Animal science; Geography; Biology","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":[0.0007822437,0.000480373,0.0005139465,0.0006311968,0.0001407771,0.0005371217,0.0003804768,0.0004089158,0.0003925234],"category_scores_gemma":[0.002746564,0.000189599,0.000333261,0.0004396951,0.0001695084,0.0005777554,0.0002561021,0.0002460915,0.0001888315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972496,"about_ca_system_score_gemma":0.0003727775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066563,"about_ca_topic_score_gemma":0.001154736,"domain_scores_codex":[0.9996237,0.00008018241,0.00002515615,0.00009247228,0.0001414609,0.00003707072],"domain_scores_gemma":[0.9988739,0.0006755408,0.0001898464,0.00007084257,0.0001615063,0.00002847053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009686135,0.0004598383,0.1764734,0.000383006,0.0001235289,0.0002091748,0.0002764264,0.5018641,0.09965765,0.001144252,0.0007531159,0.2176869],"study_design_scores_gemma":[0.000008595353,0.0004946522,0.05623505,0.00001177112,0.0000376562,0.0001241921,0.00008931827,0.8998414,0.0421547,0.0003379198,0.0006388109,0.00002593647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107859,0.0002916155,0.08788321,0.00002477774,0.00000983219,0.00002395534,0.0001316056,0.0003201835,0.0005288587],"genre_scores_gemma":[0.988425,0.00008962042,0.01100599,0.000004092034,0.000002114572,0.00001738923,0.000153298,0.0000205396,0.0002819426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066563,"threshold_uncertainty_score":0.00413692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075144700985569,"score_gpt":0.229496630852009,"score_spread":0.2087451838421533,"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."}}