{"id":"W4298349944","doi":"","title":"Expanding the contribution of the social sciences to social-ecological resilience research","year":2018,"lang":"en","type":"article","venue":"CU Scholar (University of Colorado Boulder)","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Resilience (materials science); Sociology; Ecology; Social ecology; Environmental resource management; Political science; Environmental science; Biology","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":[0.00336139,0.00006313331,0.0002025363,0.0001211322,0.003457363,0.00003280565,0.0005355545,0.0001127849,0.000267396],"category_scores_gemma":[0.001099278,0.00004357797,0.0001059143,0.001299714,0.002365219,0.0001735023,0.0002917023,0.0003986975,0.00002101411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333616,"about_ca_system_score_gemma":0.0008272808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002072124,"about_ca_topic_score_gemma":0.0001165694,"domain_scores_codex":[0.9981413,0.0004919706,0.000128149,0.0002063493,0.0006912328,0.0003410027],"domain_scores_gemma":[0.9987103,0.0001964127,0.0001101603,0.0001711032,0.0007013332,0.0001107142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004818863,0.002810309,0.2161086,0.0004267745,0.0003213144,0.00005975884,0.07502493,0.00001682048,0.03812926,0.4167907,0.1790139,0.06647876],"study_design_scores_gemma":[0.0009148804,0.0009187261,0.9316948,0.00007095094,0.00005409788,0.000003492836,0.03754468,0.0001041742,0.0003745376,0.001518299,0.02672244,0.00007893526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564992,0.00003384371,0.0002132567,0.03646088,0.0001035865,0.0004602645,0.00001353661,0.00001347823,0.006201908],"genre_scores_gemma":[0.9988561,0.000009270656,0.0001418646,0.0005502091,0.0001410365,6.475919e-7,0.000001532582,0.000002928614,0.0002963745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7155861,"threshold_uncertainty_score":0.99784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08837211241313046,"score_gpt":0.4035613388725195,"score_spread":0.3151892264593891,"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."}}