{"id":"W3032737682","doi":"10.29173/pathfinder20","title":"An Introduction to Resilience","year":2020,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Resilience (materials science); Face (sociological concept); Engineering ethics; Sociology; Political science; Psychology; Environmental ethics; Engineering; Social science; Philosophy; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002496589,0.001150406,0.0005668522,0.002296825,0.00587275,0.005935544,0.001595249,0.004215686,0.03692122],"category_scores_gemma":[0.004155952,0.000365374,0.0006311692,0.001934724,0.01018301,0.007095038,0.005415166,0.007625247,0.008960238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005078254,"about_ca_system_score_gemma":0.004892045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008313309,"about_ca_topic_score_gemma":0.0129469,"domain_scores_codex":[0.9984794,0.0007192912,0.00007491177,0.000189329,0.0002927149,0.0002443512],"domain_scores_gemma":[0.9978412,0.001342203,0.0001002289,0.00009075288,0.0003123734,0.0003131648],"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":[0.00001875126,0.00003625343,0.0005092318,0.0005953846,0.000006952862,0.0003126038,0.01928685,0.0002916763,0.0002535017,0.5853159,0.2967469,0.09662595],"study_design_scores_gemma":[0.000002227633,0.00001840914,0.0004462314,0.0008289125,0.000001793225,0.000249957,0.005347747,0.00005731296,0.00004957299,0.09643114,0.8965492,0.00001764262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00433557,0.09723671,0.04286811,0.2731071,0.02309201,0.0003633207,0.0008995086,0.0007657122,0.557332],"genre_scores_gemma":[0.1767876,0.2043586,0.06429324,0.1017484,0.01635779,0.001714469,0.001294527,0.001192965,0.4322524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03692122,"threshold_uncertainty_score":0.1235138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046955865385542,"score_gpt":0.4232795139913323,"score_spread":0.3185839274527781,"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."}}