{"id":"W2079562420","doi":"10.1016/j.ecolecon.2013.02.008","title":"Insiders, outsiders, and the adaptability of informal rules to ecological shocks","year":2013,"lang":"en","type":"article","venue":"Ecological Economics","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Adaptability; Economics; Ecology; Natural resource economics; Environmental resource management; Environmental ethics; Biology; Philosophy","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":[0.0009965008,0.0001399129,0.0004175825,0.0000308978,0.0005445165,0.0001039267,0.0002575816,0.0001715083,0.001411388],"category_scores_gemma":[0.001037411,0.00008767893,0.00009504425,0.00005674534,0.001159573,0.0002617146,0.0003075402,0.0001373075,0.0001634267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009653711,"about_ca_system_score_gemma":0.0001070493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007563509,"about_ca_topic_score_gemma":0.006717686,"domain_scores_codex":[0.9987354,0.0001188642,0.0004750386,0.0002541902,0.00005982693,0.0003566873],"domain_scores_gemma":[0.9986267,0.0008579075,0.0001432948,0.0001345943,0.00007408033,0.0001633965],"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":[0.0001741255,0.0003010474,0.417716,0.0000182363,0.0001697382,0.000001332892,0.02582794,0.000234361,0.000001734171,0.526133,0.01455839,0.01486411],"study_design_scores_gemma":[0.000577629,0.00008381349,0.9018192,0.000001849041,0.000008732685,6.606141e-7,0.01666728,0.00006681578,0.000003522456,0.03173949,0.04886293,0.0001680788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935487,0.00006469677,0.000009912997,0.01031459,0.0001706565,0.0006853219,0.000006900644,0.00003436247,0.09516487],"genre_scores_gemma":[0.9955894,0.0005321911,0.001096628,0.002113357,0.00009394437,0.0001197885,0.0000024658,0.000003314647,0.0004488562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4943935,"threshold_uncertainty_score":0.9995015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751647765112415,"score_gpt":0.2470830280704235,"score_spread":0.2195665504192993,"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."}}