{"id":"W7056193068","doi":"","title":"Elinor Ostrom's Contributions and Fisheries Management Scholarship","year":2010,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Fisheries management; Fishing; Fish <Actinopterygii>; Fisheries law; Perception","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002839533,0.0000973838,0.000105851,0.0001115675,0.0003075693,0.0001974185,0.0004875622,0.00003296667,0.001817446],"category_scores_gemma":[0.000004910954,0.0000868358,0.00009210061,0.0002510095,0.0002629271,0.0003357306,0.0006589221,0.0002516019,0.000006255493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003323605,"about_ca_system_score_gemma":0.00005567532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003797899,"about_ca_topic_score_gemma":0.000009104828,"domain_scores_codex":[0.9993864,0.00004012282,0.0001178717,0.0001537171,0.0001429713,0.0001589294],"domain_scores_gemma":[0.9993388,0.00006292657,0.00007223371,0.0003804215,0.00002942106,0.0001162066],"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":[0.00004495257,0.0001642568,0.8763155,0.00002577099,0.0001272246,0.00003137151,0.00003490621,6.374875e-7,0.001174592,0.09555941,0.005350307,0.02117109],"study_design_scores_gemma":[0.0007138879,0.00005622994,0.3269711,0.00004113623,0.00005231436,0.000004241972,0.0005019602,0.00002121483,0.009556855,0.001201112,0.6606773,0.0002026524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5904434,0.000007748293,0.00001171638,0.001000968,0.00008170556,0.000176544,0.0002094622,0.00001966509,0.4080488],"genre_scores_gemma":[0.9525149,0.000001366332,0.00008201186,0.00001047917,0.00003421909,0.000001097573,0.00003062295,0.00000619286,0.04731909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.655327,"threshold_uncertainty_score":0.999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004314101900814683,"score_gpt":0.1733450455963466,"score_spread":0.1690309436955319,"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."}}