{"id":"W4244765725","doi":"10.1016/s1365-6937(02)01026-2","title":"Zenon Environmental Inc, Canada","year":2002,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Geography; Political science; Philosophy","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":[0.00002324742,0.000109976,0.00009887927,0.00003829387,0.00006236802,0.00001614567,0.00006585299,0.0001009702,0.002395278],"category_scores_gemma":[0.000006927731,0.0001166002,0.00002074542,0.0001075086,0.00001051372,0.0000755273,0.000011058,0.0002780326,0.00004103723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104236,"about_ca_system_score_gemma":0.000006864958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006799839,"about_ca_topic_score_gemma":0.0267491,"domain_scores_codex":[0.9994795,0.000006184186,0.0001451119,0.00009145508,0.0001327876,0.0001449226],"domain_scores_gemma":[0.9997911,0.00001359901,0.0000134416,0.0001229047,0.000004497767,0.00005441864],"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":[0.000001600223,0.00004175901,0.04043796,0.00005114375,0.0002725265,0.00005424706,0.0002580836,0.2646809,0.002129306,0.0001422828,0.6805865,0.01134374],"study_design_scores_gemma":[0.0003292554,0.00002902273,0.04933415,0.00001980337,0.0000764137,0.00002388459,0.000391661,0.2901102,0.005547764,0.000008917382,0.6534345,0.0006944051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737057,0.0009986799,0.002098227,0.0005495771,0.001118036,0.0001954375,0.0001485495,0.0005382823,0.1206475],"genre_scores_gemma":[0.9974775,0.00004039453,0.00005096795,0.00005233099,0.0001994718,0.00000830892,0.00004854325,0.00001318271,0.002109329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237717,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00725118792932718,"score_gpt":0.1521389103167557,"score_spread":0.1448877223874285,"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."}}