{"id":"W4248891819","doi":"10.1016/s0306-3747(19)30095-8","title":"DCC Lansco installs additional production line for organic pigments","year":2019,"lang":"en","type":"article","venue":"Additives for Polymers","topic":"Pigment Synthesis and Properties","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Production line; Business; Line (geometry); Product line; Installation; Environmental science; Commerce; Manufacturing engineering; Engineering; Mechanical engineering; Marketing; Economics","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":[0.00006730795,0.000177762,0.0001870938,0.00004706972,0.0001422924,0.00002663938,0.0001355412,0.00008542756,0.05467066],"category_scores_gemma":[0.0001522637,0.0001598054,0.0001429568,0.00005095567,0.00005652364,0.0002213754,0.00002512529,0.00006561052,0.0001429116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000579033,"about_ca_system_score_gemma":0.00006382068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004856881,"about_ca_topic_score_gemma":0.000004539344,"domain_scores_codex":[0.9989708,0.00000904734,0.0002073244,0.0003567762,0.0001614113,0.0002946566],"domain_scores_gemma":[0.9993346,0.0002210829,0.0001199121,0.0002001617,0.00006400047,0.00006023641],"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":[0.0006957778,0.0003191206,0.00024053,0.0004673376,0.0004418633,5.564197e-7,0.0003561293,0.000007015617,0.8836845,0.0007047641,0.07307211,0.04001028],"study_design_scores_gemma":[0.0007111275,0.0001168154,0.00009796704,0.0001466385,0.00004050841,0.000002814439,0.0004867419,0.00006545634,0.6692612,0.0002178673,0.3286038,0.0002490562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8633469,0.001287901,0.0005807286,0.002741393,0.002013533,0.002269644,0.06391734,0.0004551556,0.06338737],"genre_scores_gemma":[0.9099301,0.000062837,0.0005796046,0.0002550218,0.0009586336,0.0007684786,0.008761489,0.00007779683,0.07860606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555317,"threshold_uncertainty_score":0.9461935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504222276555397,"score_gpt":0.2284681452158528,"score_spread":0.2134259224502988,"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."}}