{"id":"W7033697087","doi":"","title":"Results now available from municipal infrastructure investment planning project","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Plan (archaeology); Project management; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002110253,0.00057101,0.0004941144,0.003059783,0.0005282588,0.001790754,0.0006731905,0.0005218919,0.1089369],"category_scores_gemma":[0.007466528,0.0002479049,0.0004525552,0.004277778,0.0001694736,0.0008908063,0.0009198398,0.000592088,0.01830653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210317,"about_ca_system_score_gemma":0.004055717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09093303,"about_ca_topic_score_gemma":0.1168068,"domain_scores_codex":[0.9973241,0.0004899983,0.0001554317,0.0001872291,0.001461367,0.00038184],"domain_scores_gemma":[0.9933037,0.001987237,0.0003475544,0.0005021584,0.003219232,0.0006400538],"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":[0.002287607,0.0009161501,0.03220981,0.001121852,0.0001455409,0.0003636228,0.0005755686,0.00895316,0.00104622,0.005347792,0.6774365,0.2695961],"study_design_scores_gemma":[0.0003396556,0.000515522,0.1950735,0.0002964008,0.000191949,0.0001183903,0.00147182,0.002783905,0.003607406,0.002578838,0.792955,0.00006757503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.06647341,0.001054907,0.005148619,0.003750045,0.0006588425,0.001267146,0.5654256,0.0009246644,0.3552968],"genre_scores_gemma":[0.20089,0.001970515,0.01811363,0.0007013979,0.0001170629,0.001773972,0.463058,0.00031789,0.3130576],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1089369,"threshold_uncertainty_score":0.3644304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811838975817633,"score_gpt":0.2398344726427082,"score_spread":0.2217160828845319,"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."}}