{"id":"W2942775862","doi":"10.29173/bluejay11","title":"2017 Loon Initiatives Report - Madge Lake","year":2018,"lang":"en","type":"article","venue":"Blue Jay","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Zoology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0001806692,0.00006817507,0.00007639481,0.00001392922,0.0002077414,0.000007771699,0.0001108384,0.00003547808,0.005254885],"category_scores_gemma":[0.00006912409,0.00005889926,0.00002053132,0.00006448403,0.0003560558,0.0001613934,0.0002543073,0.00004532898,0.004054704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837142,"about_ca_system_score_gemma":0.000002316596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001741217,"about_ca_topic_score_gemma":0.004073036,"domain_scores_codex":[0.9994289,0.00002149071,0.0001006763,0.0001976465,0.00008699849,0.0001642981],"domain_scores_gemma":[0.9997033,0.00002063321,0.00005926252,0.0001861696,0.000004667248,0.00002598158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000007613545,0.00005151933,0.34699,0.000003225285,0.00002343192,0.000126415,0.0005169028,0.000003050372,0.0000739981,0.0002535213,0.6516282,0.0003221641],"study_design_scores_gemma":[0.00007634601,0.00004058898,0.6616498,0.000001815761,0.000006913061,0.000008001498,0.0000625499,0.000006688221,0.0001605728,0.0002146334,0.3377145,0.00005758573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3433827,0.000004963365,0.0001745872,0.001036576,0.0003341044,0.0001037878,0.000002565723,0.00004469718,0.654916],"genre_scores_gemma":[0.974402,0.00002341973,0.0004541168,0.001553545,0.0001348724,0.00002036741,0.000006157844,0.000005673508,0.0233999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.631516,"threshold_uncertainty_score":0.9967207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649467168257146,"score_gpt":0.2541622788742766,"score_spread":0.2376676071917052,"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."}}