{"id":"W4308219370","doi":"10.1039/d2su00015f","title":"From rocks to bioactive compounds: a journey through the global P(<scp>v</scp>) organophosphorus industry and its sustainability","year":2022,"lang":"en","type":"article","venue":"RSC Sustainability","topic":"Organophosphorus compounds synthesis","field":"Chemistry","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre in Green Chemistry and Catalysis","funders":"McGill University","keywords":"Context (archaeology); Sustainability; Diversity (politics); Business; Chemistry; Engineering; Knowledge management; Computer science; Political science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005599777,0.0005960416,0.0004580028,0.0006478498,0.0007894578,0.002686393,0.0005751566,0.001247877,0.00766124],"category_scores_gemma":[0.0005105523,0.0002891992,0.0003537888,0.0008224255,0.001288909,0.003837457,0.002413934,0.002378997,0.003549661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024994,"about_ca_system_score_gemma":0.001202033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000700395,"about_ca_topic_score_gemma":0.001691616,"domain_scores_codex":[0.9997715,0.00003892113,0.00001193483,0.00003989541,0.00009293928,0.00004476318],"domain_scores_gemma":[0.9998746,0.00004697992,0.00001464198,0.000006950665,0.0000286145,0.00002817324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009151893,0.00007132853,0.0003162516,0.007402458,0.00004565147,0.0008856985,0.001495937,0.001498389,0.05671952,0.2284251,0.07639657,0.6266516],"study_design_scores_gemma":[0.000002797261,0.00007541467,0.00009327447,0.0005161646,0.00000772054,0.0004487493,0.0003468806,0.0001683812,0.008099689,0.01678499,0.9734438,0.00001219649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008786126,0.9010565,0.009679114,0.01615761,0.003206448,0.00002986567,0.0001629957,0.0002427587,0.06067859],"genre_scores_gemma":[0.03840599,0.9255515,0.004985985,0.002459552,0.001580788,0.00003571821,0.000157159,0.0001001868,0.02672317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00766124,"threshold_uncertainty_score":0.02562946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114389382321278,"score_gpt":0.2584600837445253,"score_spread":0.2470211455123975,"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."}}