{"id":"W2106847687","doi":"10.1080/10382046.2012.698085","title":"The competencies demonstrated by farmers while adapting to climate change","year":2012,"lang":"en","type":"article","venue":"International Research in Geographical and Environmental Education","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Social Sciences and Humanities Research Council of Canada; University of Birmingham","keywords":"Agriculture; Environmental resource management; Psychological resilience; Climate change; Business; Geography; Natural resource economics; Psychology; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008967979,0.0001743915,0.0001233254,0.000376788,0.002003753,0.001084278,0.0003005129,0.0004411356,0.001819476],"category_scores_gemma":[0.002994135,0.0001137116,0.0001254695,0.000286807,0.002112637,0.0005108431,0.0008869958,0.0005071398,0.0001458299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665588,"about_ca_system_score_gemma":0.003233508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.117644,"about_ca_topic_score_gemma":0.257165,"domain_scores_codex":[0.9994329,0.000120047,0.00001513658,0.00004407254,0.0001253842,0.0002624926],"domain_scores_gemma":[0.998646,0.0003059291,0.0002048711,0.00006409571,0.0003791929,0.0003999283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000128123,0.0003611464,0.3636917,0.0001613415,0.0000209338,0.001847047,0.5553303,0.0003349664,0.02742608,0.001029972,0.001707337,0.04796104],"study_design_scores_gemma":[0.000007181296,0.0003247779,0.4780444,0.00006144478,0.00001444824,0.0004336652,0.5089926,0.0002783195,0.002689574,0.0004741969,0.008627596,0.00005180148],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965148,0.00001887387,0.00008408814,0.0001647373,0.000002824326,0.00001142055,0.00001006955,0.000002493075,0.003190622],"genre_scores_gemma":[0.998597,0.00006697041,0.000182243,0.00004383151,7.745178e-7,0.000007084357,0.00001119748,7.82973e-7,0.00109007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.117644,"threshold_uncertainty_score":0.2339185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09184109163088361,"score_gpt":0.3273540660759999,"score_spread":0.2355129744451163,"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."}}