{"id":"W4297143752","doi":"10.1353/res.2022.0013","title":"Oceanic, Multispecies, Resilient Resistance: Whales, Noise Pollution, and Tiny House Warriors","year":2022,"lang":"en","type":"article","venue":"Resilience A Journal of the Environmental Humanities","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Fishery; Archipelago; Liminality; Geography; History; Archaeology; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006605973,0.0004396508,0.0001772323,0.0005251036,0.00331947,0.002801672,0.0005324868,0.001408821,0.004338426],"category_scores_gemma":[0.0007218351,0.0002023848,0.0001454481,0.0003098976,0.003812088,0.001822476,0.002477228,0.002134245,0.0004638943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008708772,"about_ca_system_score_gemma":0.001367005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02990535,"about_ca_topic_score_gemma":0.105197,"domain_scores_codex":[0.9997659,0.00007684016,0.000007773626,0.00003703535,0.00004184558,0.00007067441],"domain_scores_gemma":[0.9997045,0.00004479725,0.00003763808,0.000008928768,0.00003744207,0.0001665974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002664193,0.0004250586,0.1421861,0.0007918405,0.0001408427,0.006367295,0.1309844,0.0001554561,0.00457045,0.02086994,0.3484737,0.3447685],"study_design_scores_gemma":[0.00002572528,0.0004190231,0.1590132,0.002151496,0.00009955176,0.004558414,0.3628984,0.0001597625,0.0006592759,0.01651409,0.4534137,0.00008723081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4728307,0.09086181,0.001093683,0.335978,0.005880478,0.00008791508,0.0001239577,0.00008077426,0.09306265],"genre_scores_gemma":[0.8668535,0.0561075,0.0009007159,0.03600046,0.002896457,0.000087753,0.00008318434,0.00002777399,0.0370427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02990535,"threshold_uncertainty_score":0.05946255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009757851785253319,"score_gpt":0.193644567509799,"score_spread":0.1838867157245457,"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."}}