{"id":"W4246123195","doi":"10.1002/9780470058725.index","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Water quality measurements series","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"European commission; Index (typography); Library science; Political science; Humanities; European union; Art; Business; Computer 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":[0.001928076,0.0006779189,0.0007196197,0.00008384125,0.0004005805,0.0002313937,0.0006812019,0.0005010145,0.06529384],"category_scores_gemma":[0.00001597681,0.0005080285,0.0002547503,0.0001535003,0.000435634,0.0005456536,0.0005342235,0.0004931456,0.08341663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007695926,"about_ca_system_score_gemma":0.00004414922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008719999,"about_ca_topic_score_gemma":0.001456495,"domain_scores_codex":[0.9941961,0.0009786327,0.001121743,0.0008919115,0.001880177,0.0009314502],"domain_scores_gemma":[0.9985262,0.00001616952,0.0003145287,0.000902042,0.00004305453,0.0001980388],"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":[0.0001106951,0.0002964785,0.005854339,0.0002318768,0.0001327326,0.000004007697,0.0009530576,0.000975023,0.01054681,0.00004122582,0.9804324,0.0004213645],"study_design_scores_gemma":[0.0004659225,0.00006064582,0.008503154,0.00005023474,0.00003716415,0.000004252193,0.00004556284,0.000001456976,0.04694378,0.0005002141,0.9425464,0.0008412352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03801547,0.0001895035,0.001526932,0.00363579,0.006483524,0.001261841,0.0005989308,0.0002370194,0.948051],"genre_scores_gemma":[0.1763338,0.00003018882,0.0003690732,0.00110911,0.000504031,0.0001353945,0.001656154,0.00008692309,0.8197753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1383183,"threshold_uncertainty_score":0.9997371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09070703687962925,"score_gpt":0.3178163922759273,"score_spread":0.227109355396298,"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."}}