{"id":"W4323306773","doi":"10.1021/cen-10108-buscon14","title":"Origin Materials gets Avantium technology","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Chemical Synthesis and Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milestone; Raw material; Payment; Furfural; Polyester; Business; Waste management; Engineering; Materials science; Archaeology; Finance; Geography; Composite material; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001816252,0.00141415,0.001190493,0.004042541,0.00207845,0.004224182,0.002337172,0.002739516,0.5131758],"category_scores_gemma":[0.005603085,0.001499948,0.001092467,0.002724189,0.0005996039,0.003420847,0.00263709,0.002501694,0.3845285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129608,"about_ca_system_score_gemma":0.002249403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822185,"about_ca_topic_score_gemma":0.00495907,"domain_scores_codex":[0.9975536,0.0002276271,0.0001169545,0.0003528357,0.001484308,0.0002647127],"domain_scores_gemma":[0.9970077,0.0004449389,0.0001656613,0.0006498723,0.001271858,0.0004600155],"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":[0.0004868814,0.0002358843,0.0004687846,0.001697462,0.0000294787,0.0005709073,0.0002402536,0.0001309962,0.03712403,0.01349391,0.7839724,0.1615489],"study_design_scores_gemma":[0.00002828761,0.00003621026,0.00008218909,0.00005709868,0.000008613602,0.0001586755,0.00002523404,0.00004754731,0.007173688,0.0006378533,0.9917371,0.000007638991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00801848,0.009447812,0.01898084,0.004065372,0.003808567,0.0007889791,0.02104378,0.03208625,0.90176],"genre_scores_gemma":[0.02228502,0.005252471,0.01712277,0.002026297,0.0005060483,0.0004827867,0.03395898,0.01104832,0.9073173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5131758,"threshold_uncertainty_score":0.6943957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008959595554148941,"score_gpt":0.2670885289846261,"score_spread":0.2581289334304772,"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."}}