{"id":"W2748968778","doi":"10.1016/j.envint.2005.08.029","title":"","year":2005,"lang":"en","type":"article","venue":"Environment International","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003835778,0.0002497834,0.0001346114,0.0001928778,0.0001174928,0.00007598563,0.0007808491,0.00005650592,0.008416427],"category_scores_gemma":[0.00004554287,0.0002638807,0.0001296658,0.00005231573,0.0001429492,0.001100344,0.0002858025,0.000189066,0.02045257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126714,"about_ca_system_score_gemma":0.000008862408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001354043,"about_ca_topic_score_gemma":0.00001245773,"domain_scores_codex":[0.9972112,0.00005736718,0.0004567564,0.0005351289,0.00133057,0.0004089886],"domain_scores_gemma":[0.999175,0.00006192231,0.0001702442,0.0004006803,0.00001314896,0.0001790416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004134738,0.002627436,0.3573502,0.000001558969,0.0004561286,0.00003800025,0.001675536,0.2417303,0.3199261,0.01839176,0.00875155,0.04863792],"study_design_scores_gemma":[0.001787684,0.00004020578,0.279915,0.000005169076,0.00001241425,0.00004607115,0.0000787422,0.01111201,0.02366646,0.0003769511,0.6826372,0.0003220567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749445,0.00004969563,0.00324188,0.01355433,0.0002562779,0.0002093427,0.0001436952,0.0002283376,0.007371995],"genre_scores_gemma":[0.979257,0.00003308941,0.01598987,0.001373693,0.00108458,0.0001061825,0.000236248,0.00006715898,0.001852109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6738856,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008443643149202564,"score_gpt":0.2218871739022083,"score_spread":0.2134435307530057,"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."}}