{"id":"W4404292469","doi":"10.70766/9365.56","title":"Green/Cheakamus watershed: Water quality report for the 2023/2024 wet season","year":2024,"lang":"en","type":"report","venue":"","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Watershed; Environmental science; Water quality; Hydrology (agriculture); Geology; Ecology; Computer science; Biology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002465099,0.0003149457,0.0004776211,0.00001252931,0.0004664254,0.0001115071,0.0003253747,0.0004470905,0.003264325],"category_scores_gemma":[0.0002173868,0.00006656181,0.000447251,0.0001488627,0.0001429922,0.00005608458,0.0002881603,0.0003663686,0.0003673396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007320901,"about_ca_system_score_gemma":0.00007052715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005717656,"about_ca_topic_score_gemma":0.02044237,"domain_scores_codex":[0.9977111,0.00008234255,0.0006491463,0.0006600238,0.0004600437,0.0004372943],"domain_scores_gemma":[0.9983552,0.0007504843,0.0001566075,0.0001621066,0.0005153291,0.0000603061],"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":[0.00005235744,0.00006617914,0.01074971,0.0003124924,0.0008182247,0.0001506392,0.0001008349,5.458473e-7,0.003229748,0.0006259263,0.9634153,0.02047803],"study_design_scores_gemma":[0.00003742771,0.00007532071,0.02532106,0.00002478018,0.0001805283,0.00009130229,0.0004307074,0.000003460219,0.0003181478,0.001398384,0.9718499,0.0002689986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2211517,0.008512856,0.00003386998,0.3727731,0.01667016,0.003218625,0.001016437,0.0007201241,0.3759031],"genre_scores_gemma":[0.05442367,0.0007520547,0.000028217,0.001571315,0.001553558,0.0006223598,0.001618502,0.000003613911,0.9394267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5635236,"threshold_uncertainty_score":0.9976468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297692843426382,"score_gpt":0.3361864012205369,"score_spread":0.2064171168778987,"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."}}