{"id":"W2752208571","doi":"","title":"Thinking outside the 'water box' in the Detroit River Area of Concern","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning","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":[0.0002097465,0.0001673563,0.0002448246,0.00004265874,0.0003676405,0.000006053804,0.001182348,0.0001198522,0.001009088],"category_scores_gemma":[0.000003169458,0.00009074424,0.0001545405,0.00004352692,0.002528089,0.0001511091,0.0001534193,0.0002464453,0.0001491802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651002,"about_ca_system_score_gemma":0.00001124599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07228074,"about_ca_topic_score_gemma":0.04780293,"domain_scores_codex":[0.9988686,0.00007725537,0.0001027815,0.0002496101,0.0004996847,0.0002019993],"domain_scores_gemma":[0.9992276,0.00003282873,0.000280741,0.0004220977,0.000005676496,0.00003109721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001732091,0.0001606371,0.0200856,0.00007021457,0.00007838003,0.00008484495,0.9590094,0.0006366655,0.00709429,0.00005162579,0.007167931,0.005387219],"study_design_scores_gemma":[0.0006939506,0.0001643493,0.3677644,0.0002044192,0.0001971808,0.000009650727,0.5983122,0.00006697439,0.002128002,0.0008988535,0.02908151,0.0004785481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869296,0.00006930262,0.00000434158,0.001090402,0.0001122861,0.0002079966,0.00001181844,0.000006134115,0.01156811],"genre_scores_gemma":[0.6694942,0.00009974892,0.0000861749,0.00006522869,0.00001206171,5.264507e-7,0.00006263176,0.00001037774,0.330169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3606972,"threshold_uncertainty_score":0.9999041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119684612761134,"score_gpt":0.1855711030364852,"score_spread":0.1743742569088739,"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."}}