{"id":"W2952557086","doi":"10.29173/bluejay372","title":"2018 Loon Initiatives Report","year":2019,"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":"Geography; Archaeology; Fishery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001965006,0.0005610583,0.0003966003,0.002172792,0.002833998,0.00401221,0.001751153,0.002926223,0.1464051],"category_scores_gemma":[0.005644683,0.0004450181,0.0003445385,0.001877162,0.0005080514,0.001761851,0.003346517,0.002359133,0.03736846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006502384,"about_ca_system_score_gemma":0.02778261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2288056,"about_ca_topic_score_gemma":0.4223997,"domain_scores_codex":[0.9963271,0.0001672433,0.0001189424,0.0002066894,0.002369752,0.000810282],"domain_scores_gemma":[0.9936675,0.0004018144,0.0002959648,0.0001891838,0.003658815,0.001786618],"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":[0.00004546913,0.0000808984,0.002408116,0.00007367421,0.000003144394,0.00015461,0.0001184712,0.00004045716,0.0001887924,0.001050049,0.9854058,0.01043044],"study_design_scores_gemma":[0.00001956913,0.00001930305,0.01004694,0.00005702667,0.000003417038,0.00002590316,0.0004723,0.00004822734,0.0001696382,0.0001537084,0.9889742,0.000009819419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02003995,0.0009785728,0.0007629718,0.04004081,0.004836324,0.001558608,0.07686537,0.001719071,0.8531982],"genre_scores_gemma":[0.02446273,0.0009183717,0.001020035,0.00703281,0.0005508331,0.001108109,0.045827,0.0004133841,0.9186667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2288056,"threshold_uncertainty_score":0.4897738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008832699014353183,"score_gpt":0.2224994671930322,"score_spread":0.213666768178679,"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."}}