{"id":"W4366702337","doi":"10.2139/ssrn.4425644","title":"Introducing the Gender Dimension of Plastic Pollution in the Arctic","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dimension (graph theory); The arctic; Arctic; Pollution; Plastic pollution; Environmental science; Geography; Oceanography; Geology; Mathematics; Biology; Ecology; Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309831,0.0005438718,0.0003285435,0.001334774,0.0034021,0.004763572,0.000471359,0.00123739,0.005681857],"category_scores_gemma":[0.001818322,0.0001637429,0.0006083722,0.001383152,0.006786827,0.00256051,0.002457298,0.001427097,0.0001767101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004604921,"about_ca_system_score_gemma":0.003430134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07860965,"about_ca_topic_score_gemma":0.1039041,"domain_scores_codex":[0.9989161,0.000649062,0.00002154312,0.00009136702,0.0001273899,0.0001944128],"domain_scores_gemma":[0.9988349,0.0007040006,0.0001211446,0.00004992104,0.0001837461,0.0001064092],"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":[0.00003750393,0.00002650479,0.004900742,0.00005203161,0.00001601054,0.0003382575,0.0132546,0.001366231,0.0003775223,0.970058,0.0008652898,0.008707293],"study_design_scores_gemma":[0.00001545594,0.00008372463,0.01481225,0.0003786983,0.00008006023,0.000438368,0.07642446,0.003360559,0.0009068677,0.7742046,0.1292344,0.00006055736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3863056,0.007479691,0.03626174,0.0268817,0.00142154,0.0000291872,0.0002614908,0.00002782978,0.5413313],"genre_scores_gemma":[0.9830047,0.002095676,0.002904929,0.0007078003,0.0002773928,0.00001466643,0.00002409898,0.00002421729,0.01094655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07860965,"threshold_uncertainty_score":0.1563042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649680767670364,"score_gpt":0.2503488598067415,"score_spread":0.2338520521300378,"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."}}