{"id":"W7025629335","doi":"","title":"Where is the Lobster: An Exploration of the Lobster as a Being in Fisheries Management in Nova Scotia, Canada","year":2022,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Agency (philosophy); Indigenous; Government (linguistics); Fisheries Research; Politics; Fisheries management; Marine fisheries","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":[],"consensus_categories":[],"category_scores_codex":[0.0005063959,0.0001622177,0.0002988108,0.0002891334,0.0002617283,0.00002593172,0.001132642,0.0000764062,0.0006595558],"category_scores_gemma":[0.00009107313,0.0001417927,0.00009858835,0.0005622124,0.0001595535,0.0002962603,0.0004652289,0.0007515802,0.000001401111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979634,"about_ca_system_score_gemma":0.0005391289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4902066,"about_ca_topic_score_gemma":0.9609387,"domain_scores_codex":[0.9973574,0.0005990738,0.0002378931,0.0003231972,0.001172689,0.0003097309],"domain_scores_gemma":[0.9986008,0.0004045136,0.000209549,0.0006035361,0.0001319826,0.00004960217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001611666,0.0003918133,0.004846511,0.003035432,0.0004381602,0.000261614,0.2395098,0.0001668106,0.000177461,0.7257822,0.01544323,0.008335346],"study_design_scores_gemma":[0.0007585229,0.0001289623,0.01542075,0.0004345583,0.00003565335,8.035284e-7,0.1707996,0.0002110507,0.00007630435,0.8101761,0.001766196,0.0001915275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820203,0.00006788517,0.00004047713,0.001077153,0.0003626995,0.001056433,0.00005467647,0.00000549519,0.0153149],"genre_scores_gemma":[0.9958376,0.00009744302,0.0002207046,0.00002788387,0.00001939659,0.000004698288,0.00009588619,0.00002398256,0.003672355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4707321,"threshold_uncertainty_score":0.7221674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184742229845581,"score_gpt":0.2964380117288776,"score_spread":0.2445905894304218,"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."}}