{"id":"W4226276062","doi":"10.32920/19522021","title":"First Nations Water Crisis - What is Environmental Chemistry?","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental crisis; Chemistry; Environmental science; Environmental ethics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111629,0.0005057925,0.000424377,0.0006970608,0.001743317,0.004687826,0.0003960015,0.00275549,0.00551229],"category_scores_gemma":[0.002292383,0.0001388376,0.0002294901,0.001404951,0.003262932,0.007697213,0.002199671,0.004057809,0.0005908475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002447877,"about_ca_system_score_gemma":0.002933075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005706706,"about_ca_topic_score_gemma":0.005668513,"domain_scores_codex":[0.9994135,0.0002596432,0.000008023999,0.00003847438,0.0001711259,0.0001093347],"domain_scores_gemma":[0.9993666,0.0003302764,0.0000608636,0.00002835067,0.00009751479,0.0001163779],"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":[0.00004314408,0.0000747181,0.001138058,0.0005844003,0.00001887973,0.0004647508,0.002060161,0.001435481,0.0006378085,0.7620139,0.1773925,0.05413616],"study_design_scores_gemma":[0.000009212008,0.00002616166,0.001704759,0.0005786681,0.000005700773,0.0002194916,0.007349489,0.0007457573,0.0004381983,0.4684339,0.5204655,0.00002328269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01450328,0.1444791,0.002285508,0.6821024,0.01043362,0.00001650492,0.0001664933,0.0000443272,0.1459688],"genre_scores_gemma":[0.4518704,0.3905349,0.002565197,0.07350527,0.01966469,0.00009451527,0.000293301,0.0001126129,0.06135898],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9942933,"threshold_uncertainty_score":0.01844049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632342380723914,"score_gpt":0.2223460630174874,"score_spread":0.1960226392102482,"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."}}