{"id":"W2745866663","doi":"10.1108/ijccsm-06-2016-0078","title":"Multi-dimensional coping and adaptation strategies of small-scale fishing communities of Bangladesh to climate change induced stressors","year":2017,"lang":"en","type":"article","venue":"International Journal of Climate Change Strategies and Management","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Government of Manitoba","funders":"","keywords":"Livelihood; Climate change; Coping (psychology); Stressor; Fishing; Environmental resource management; Geography; Political science; Psychology; Economics; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009689824,0.0001730543,0.0003172766,0.0003630804,0.0004777992,0.0006784169,0.0004660479,0.00007948621,0.00002765565],"category_scores_gemma":[0.0000412589,0.0001707094,0.00007297743,0.00007345818,0.0002472767,0.002240072,0.0003022146,0.0001217164,6.229345e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007629021,"about_ca_system_score_gemma":0.0000458285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00533943,"about_ca_topic_score_gemma":0.05396878,"domain_scores_codex":[0.9982228,0.0001166442,0.0006482236,0.0001486098,0.0006010865,0.0002626386],"domain_scores_gemma":[0.9976543,0.0001172463,0.001256457,0.0001615654,0.0007107219,0.0000997613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001037398,0.0006563697,0.03132718,0.002043408,0.0007938014,0.00009487611,0.5532092,0.0007983805,0.004251181,0.2322125,0.00008587448,0.1734898],"study_design_scores_gemma":[0.001735351,0.0004424057,0.2326406,0.002331191,0.0001335448,0.0000101285,0.7574041,0.002765203,0.000205398,0.001447861,0.0005747068,0.0003095856],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929331,0.0003630942,0.0003214305,0.002579878,0.0006997224,0.0004982901,0.0001073232,0.0000152647,0.002481918],"genre_scores_gemma":[0.9779877,0.01708974,0.004450061,0.0001019114,0.0002879158,0.00003214268,0.00002656085,0.00001499606,0.000008978066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2307646,"threshold_uncertainty_score":0.9632939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.257049860603842,"score_gpt":0.3762732343770839,"score_spread":0.1192233737732419,"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."}}