{"id":"W3153921364","doi":"10.1080/23251042.2021.1913320","title":"What counts as sustainability?: a sociospatial analysis","year":2021,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Sustainability; Typology; Sociology; Space (punctuation); Environmental ethics; Relation (database); Social sustainability; Assemblage (archaeology); Social science; Ecology; Anthropology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001347733,0.00006343775,0.0001326717,0.00001191793,0.0003765562,0.00003087472,0.00008647201,0.0001702384,0.008513499],"category_scores_gemma":[0.00006227557,0.00006345384,0.0001541641,0.0001033356,0.0007506484,0.0001215582,0.00004819061,0.0001021915,0.0005067479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280058,"about_ca_system_score_gemma":0.00009319471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250885,"about_ca_topic_score_gemma":0.0003235363,"domain_scores_codex":[0.999138,0.0002294446,0.0000883685,0.0001784771,0.0001517705,0.0002139291],"domain_scores_gemma":[0.9997547,0.00005850149,0.00003470492,0.00007963101,0.00001245396,0.00005998069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003421533,0.0006932517,0.2902757,0.00001580506,0.001979643,0.0001876251,0.3576817,0.0001041872,0.000812779,0.2716625,0.005723928,0.07082871],"study_design_scores_gemma":[0.000291955,0.00004698971,0.1085723,0.000002037508,0.0003585693,0.000001925393,0.4668487,0.00005128411,0.00003597148,0.1217637,0.3016437,0.0003829153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809024,0.0006389217,0.00002578502,0.004643108,0.0005287047,0.00007835027,0.000008285657,0.00003181741,0.01314261],"genre_scores_gemma":[0.9805781,0.0008020318,0.00002380907,0.000723551,0.0001932292,0.000008586041,0.00007705762,0.000004202914,0.01758941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2959197,"threshold_uncertainty_score":0.9923928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00654396219774961,"score_gpt":0.2919064573096621,"score_spread":0.2853624951119125,"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."}}