{"id":"W2758944818","doi":"10.1016/j.jrurstud.2017.09.001","title":"Perception of change: Narratives and strategies of farmers in Madagascar","year":2017,"lang":"en","type":"article","venue":"Journal of Rural Studies","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perception; Narrative; Contingency; Coping (psychology); Contingency plan; Shock (circulatory); Adaptation (eye); Quarter (Canadian coin); Psychology; Social psychology; Socioeconomics; Geography; Economics; Management; Medicine; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002379571,0.0000595981,0.0002130657,0.00001431781,0.0001379355,0.00003130211,0.0001055943,0.00002627091,0.00002825939],"category_scores_gemma":[0.00006397394,0.00001789718,0.00004032533,0.00007274792,0.0001631629,0.0007756761,0.00004284184,0.00007173384,1.571317e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000803458,"about_ca_system_score_gemma":0.000003051664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002692155,"about_ca_topic_score_gemma":0.0004537621,"domain_scores_codex":[0.9994938,0.00003435522,0.0002612899,0.00003597694,0.0001110585,0.00006351431],"domain_scores_gemma":[0.9989254,0.00007259358,0.0007109079,0.00001841062,0.000259123,0.00001350384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00015204,0.0001131003,0.2813745,0.00007197681,0.00018262,0.000005222365,0.01377164,0.000003773984,0.5236748,0.001241371,0.000628693,0.1787802],"study_design_scores_gemma":[0.00007587709,0.0002699392,0.7289923,0.00007771038,0.00000765483,0.000007334869,0.2693361,4.286295e-7,0.0002243243,0.0005779027,0.0003989435,0.00003152163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993329,0.00220558,1.750141e-7,0.004093444,0.00007061916,0.00004679094,0.000004460303,9.998233e-7,0.000248952],"genre_scores_gemma":[0.9960347,0.003724814,0.00008804328,0.000009558789,0.0001068454,0.000001129391,7.016561e-7,1.868576e-7,0.00003402853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5234505,"threshold_uncertainty_score":0.1060902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147927736472482,"score_gpt":0.3577287915602871,"score_spread":0.2098010550878052,"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."}}