{"id":"W3206210475","doi":"10.1080/08164649.2021.1969639","title":"Feminist Infrastructure for Better Weathering","year":2021,"lang":"en","type":"article","venue":"Australian Feminist Studies","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Weathering; Status quo; Vulnerability (computing); Transformative learning; Climate change; Sociology; Psychological resilience; Feminism; Political science; Gender studies; Geology; Law; Oceanography; Computer security; Social psychology; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"category_scores_codex":[0.0004366556,0.0001787417,0.0002878587,0.00002863186,0.001518661,0.0001803876,0.000222474,0.0001488085,0.0001505007],"category_scores_gemma":[0.0004126129,0.0001724153,0.0001378689,0.0001622248,0.0006449551,0.00006951232,0.00009886088,0.0002234997,0.00002345943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071944,"about_ca_system_score_gemma":0.0001773042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005957646,"about_ca_topic_score_gemma":0.0003804312,"domain_scores_codex":[0.9985982,0.00007012785,0.0002292114,0.0003487266,0.0002701725,0.0004836277],"domain_scores_gemma":[0.9991061,0.000312108,0.000100984,0.0002141299,0.0001637931,0.0001028848],"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":[0.00004620227,0.0001589544,0.021943,0.0003268259,0.0009316627,0.0001852622,0.2566391,0.000005271985,0.002842149,0.4721267,0.2273078,0.017487],"study_design_scores_gemma":[0.000210151,0.00003239375,0.001390698,0.00005546783,0.00004171492,0.000004714489,0.05755953,3.98989e-7,0.001460875,0.01759651,0.9214196,0.0002279587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4166498,0.001875964,0.0001684585,0.1237596,0.005755092,0.001344627,0.0004958613,0.0005728956,0.4493777],"genre_scores_gemma":[0.967252,0.000162041,0.00192848,0.002035068,0.0008102269,0.00005726118,0.000009239428,0.0000235649,0.02772213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6941118,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09046931343133131,"score_gpt":0.3924201702335556,"score_spread":0.3019508568022243,"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."}}