{"id":"W3171134587","doi":"10.48336/w4c1-5c67","title":"Opening up containment: making space in Newfoundland salmonid aquaculture","year":2020,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Containment (computer programming); Space (punctuation); Aquaculture; Environmental ethics; Politics; Fish <Actinopterygii>; Geography; Closing (real estate); Environmental planning; Fishery; Political science; Sociology; Engineering; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001188976,0.0005379936,0.0008282364,0.002454287,0.004812846,0.0007758672,0.002532007,0.00107667,0.0003727242],"category_scores_gemma":[0.0006856483,0.0007284021,0.0004950999,0.003629048,0.0007853452,0.001703914,0.0005450526,0.003035146,0.0001411833],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004647533,"about_ca_system_score_gemma":0.002274442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0827724,"about_ca_topic_score_gemma":0.4088048,"domain_scores_codex":[0.9921417,0.002598915,0.0004110963,0.001365145,0.002167286,0.001315841],"domain_scores_gemma":[0.9966244,0.0006517992,0.0004533555,0.0005307765,0.00111958,0.0006200736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06456339,0.001488044,0.01739604,0.001012118,0.002485209,0.04299404,0.3110749,0.0002781776,0.02655225,0.4396304,0.09161418,0.0009112813],"study_design_scores_gemma":[0.00237508,0.0003560357,0.001171723,0.0004502755,0.0002066995,0.000005812384,0.284541,0.00002279682,0.0002993473,0.000215651,0.7095677,0.0007878756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3075415,0.0001059774,0.000004690275,0.000805861,0.01797314,0.001703619,0.00004768394,0.0002509857,0.6715665],"genre_scores_gemma":[0.7224175,0.0003451987,0.0001180671,0.00001115283,0.00482964,0.000001320787,0.0002116142,0.00005729627,0.2720082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6179535,"threshold_uncertainty_score":0.9995167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146810051232214,"score_gpt":0.3297816517564015,"score_spread":0.2883135512440794,"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."}}