{"id":"W4214589947","doi":"10.1016/s0958-2118(04)00081-3","title":"Mykrolis revises Q4 sales outlook upwards","year":2004,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Corporation; Fiscal year; Semiconductor industry; Engineering; Business; Operations management; Economics; Marketing; Management; Finance; Manufacturing engineering; History; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002421243,0.0001479207,0.0003639382,0.000791772,0.0001165529,0.00002364383,0.0003282772,0.0003013649,0.0003227107],"category_scores_gemma":[0.0001996823,0.0001630946,0.00007330185,0.0008135232,0.0001946678,0.0001235429,0.00007465109,0.0002338093,0.003081804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008291269,"about_ca_system_score_gemma":0.0000286359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009935643,"about_ca_topic_score_gemma":0.00001812143,"domain_scores_codex":[0.9987774,0.000004044567,0.0005209888,0.0003321898,0.00002689747,0.0003384289],"domain_scores_gemma":[0.9992562,0.00001241395,0.0002139217,0.0004467674,0.00003916856,0.00003155123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005154978,0.00004662996,0.001511889,0.00002658641,0.00002335543,0.000007446253,0.00009229764,0.00004507885,0.0005859911,0.9961851,0.0006822899,0.0007881481],"study_design_scores_gemma":[0.001130146,0.00009618422,0.00150942,0.00002701132,0.000005814329,0.000049747,0.00006366704,0.00002436339,0.02129252,0.4369908,0.5384454,0.0003649899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8145354,0.003940706,0.00392598,0.05336228,0.0008788521,0.0004020202,0.0001638815,0.001093898,0.121697],"genre_scores_gemma":[0.9944513,0.0003125174,0.001478487,0.001519091,0.0001182987,0.00003240022,0.00001734138,0.00002619355,0.002044415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5591943,"threshold_uncertainty_score":0.9976944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679284800040498,"score_gpt":0.2321193295781191,"score_spread":0.2053264815777142,"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."}}