{"id":"W7072023636","doi":"","title":"Water-centric approach to developing green infrastructure (framework and cost)","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Context (archaeology); Workflow; Sustainability; Identification (biology); Bridge (graph theory); Structuring; Integrated business planning","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005227929,0.001357915,0.0004937535,0.006589345,0.001617607,0.005616464,0.002823468,0.001815448,0.004317286],"category_scores_gemma":[0.003978595,0.0006591163,0.001147829,0.006206128,0.004404038,0.005762164,0.004499151,0.002175138,0.0006639396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01369422,"about_ca_system_score_gemma":0.0103903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01947309,"about_ca_topic_score_gemma":0.02477031,"domain_scores_codex":[0.9951165,0.002196955,0.0002473288,0.0003635214,0.001607276,0.0004684207],"domain_scores_gemma":[0.9978104,0.0009241023,0.0002352554,0.0002155599,0.0005784581,0.0002361795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001233584,0.00005939113,0.0004533028,0.0003036408,0.00001737006,0.0001137449,0.0004356967,0.02193798,0.0002886838,0.9008502,0.004072403,0.07145527],"study_design_scores_gemma":[0.00003131696,0.00017609,0.002117326,0.001453581,0.00007909304,0.0006282926,0.002144109,0.07593387,0.002247191,0.6695431,0.2455433,0.0001026712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01584816,0.01382345,0.7816663,0.01432255,0.0003239984,0.0006907069,0.0002593636,0.0004661432,0.1725994],"genre_scores_gemma":[0.3205941,0.01449826,0.6416088,0.0007269841,0.0001777411,0.001252395,0.0002703167,0.0002325622,0.02063889],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01947309,"threshold_uncertainty_score":0.09935898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208451137049981,"score_gpt":0.2168493935972051,"score_spread":0.2047648822267053,"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."}}