{"id":"W7101009028","doi":"","title":"Report prepared by:","year":2012,"lang":"en","type":"article","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Market research; Netting; Snow removal","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001258113,0.0005489199,0.0003766698,0.001643072,0.001318173,0.003388335,0.0009077179,0.001197147,0.421865],"category_scores_gemma":[0.004199326,0.0003575693,0.000484959,0.001574364,0.0001955007,0.00115501,0.001436163,0.001039456,0.3331081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002005563,"about_ca_system_score_gemma":0.007917933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06768826,"about_ca_topic_score_gemma":0.08719756,"domain_scores_codex":[0.9989154,0.00005016207,0.00005460345,0.0001093432,0.0006767299,0.0001936702],"domain_scores_gemma":[0.9957783,0.0001633552,0.000117165,0.0002442186,0.003299744,0.0003971241],"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":[0.00004568597,0.00002137606,0.001151138,0.00002647454,0.000002181462,0.0000147164,0.00002612182,0.00002212113,0.0001471277,0.0002146678,0.9877257,0.01060272],"study_design_scores_gemma":[0.00002561083,0.00003493624,0.01357867,0.00004787279,0.000008444861,0.00001497569,0.0002677665,0.00009149103,0.0004708856,0.0001176163,0.9853297,0.00001201475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008277686,0.0004014726,0.0009786607,0.01247508,0.006674857,0.001719497,0.1916518,0.001773343,0.7760476],"genre_scores_gemma":[0.005515483,0.0003697762,0.0006110017,0.0008622961,0.0002785476,0.0003564516,0.04531285,0.000344719,0.9463489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.578135,"threshold_uncertainty_score":0.8246394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04274082588796389,"score_gpt":0.2470747372564095,"score_spread":0.2043339113684457,"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."}}