{"id":"W4402836511","doi":"10.1080/21624887.2024.2405275","title":"Envisioning ecological security through local direct action: community resistance with global resonance","year":2024,"lang":"en","type":"article","venue":"Critical Studies on Security","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Action (physics); Resistance (ecology); Resonance (particle physics); Ecology; Political science; Biology; Physics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001566649,0.0002958679,0.0004345282,0.00002769509,0.003226623,0.0003707336,0.0004668878,0.0001545238,0.0001091705],"category_scores_gemma":[0.0008317234,0.0002303223,0.0001320975,0.0006344853,0.004139982,0.000336344,0.0002569179,0.0009604106,0.00009748078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000982393,"about_ca_system_score_gemma":0.00009293031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009105949,"about_ca_topic_score_gemma":0.02422253,"domain_scores_codex":[0.9959946,0.00142277,0.0003386438,0.0006032554,0.0009098212,0.0007309056],"domain_scores_gemma":[0.9974938,0.001746602,0.00002990779,0.0003883333,0.0001565559,0.0001847714],"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":[0.0004273749,0.0007570707,0.0007254789,0.000642144,0.0002088843,0.0004232439,0.07449414,0.00002473724,7.346258e-7,0.9072925,0.01024183,0.004761879],"study_design_scores_gemma":[0.0002649758,0.000392277,0.00204087,0.0005259387,0.00008088474,0.000002990352,0.04388624,0.00005998164,0.000030871,0.1278329,0.824494,0.0003880373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4972294,0.02162073,0.002259578,0.05004352,0.002332143,0.001155012,0.0002367438,0.001991903,0.4231309],"genre_scores_gemma":[0.9975301,0.0005884068,0.000349591,0.0009571565,0.0002807957,0.00006846654,0.000003685056,0.00001556394,0.000206228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8142522,"threshold_uncertainty_score":0.9985702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07595377275082038,"score_gpt":0.4019168332159904,"score_spread":0.32596306046517,"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."}}