{"id":"W6892293173","doi":"10.5066/p9l1aylw","title":"Habitat and fish assemblages along four river mainstems in Ontario, Canada, 1997 to 2001, with supporting spatial data","year":2021,"lang":"en","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transect; Shapefile; Hydrology (agriculture); Shore; Drainage basin; Habitat; Channel (broadcasting); Range (aeronautics); Channelized","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":[0.0003229454,0.00051995,0.0005429543,0.002962345,0.002606156,0.001002745,0.001055689,0.00027808,0.008405772],"category_scores_gemma":[0.001328668,0.0005453944,0.0004444922,0.009541515,0.0005281427,0.0004222426,0.0009122242,0.0003903048,0.001680578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02513516,"about_ca_system_score_gemma":0.03350181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972551,"about_ca_topic_score_gemma":0.9994143,"domain_scores_codex":[0.999366,0.00001972862,0.00005312544,0.0001180487,0.0002950551,0.0001479882],"domain_scores_gemma":[0.9973757,0.00009771671,0.0003559462,0.0000935378,0.001675984,0.000401137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002717912,0.000080296,0.772821,0.0009558963,0.0002099229,0.0003170775,0.004084283,0.001196326,0.001373695,0.0008093286,0.1860142,0.03186609],"study_design_scores_gemma":[0.00002510225,0.00001178258,0.9673404,0.000111552,0.00003364926,0.00004780185,0.001650408,0.0003406645,0.0001019546,0.00005383992,0.0302602,0.00002265099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2838365,0.0009911755,0.000478792,0.0004145514,0.00002824889,0.0002403244,0.7000449,0.0001822815,0.01378321],"genre_scores_gemma":[0.5586593,0.002199771,0.003527948,0.0003301505,0.00001999827,0.0007356171,0.4005588,0.0001159685,0.03385257],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02513516,"threshold_uncertainty_score":0.1823692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495756248273202,"score_gpt":0.2245799407470719,"score_spread":0.1996223782643398,"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."}}