{"id":"W2313907279","doi":"10.5751/es-06197-190210","title":"A pedagogical model for integrative training in conservation and sustainability","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Sustainability; Training (meteorology); Environmental resource management; Environmental planning; Geography; Ecology; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006419753,0.00006421139,0.0001032245,0.000004780391,0.0001348108,0.000006728182,0.00003094635,0.00009116789,0.0000641646],"category_scores_gemma":[0.0002812558,0.00005555708,0.00002815479,0.00003400327,0.0004930561,0.00008521655,0.00004958149,0.00009446019,6.74805e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035341,"about_ca_system_score_gemma":0.00002970315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004872197,"about_ca_topic_score_gemma":0.0004322351,"domain_scores_codex":[0.99943,0.0000669479,0.0001056674,0.0002189974,0.00003359918,0.0001447945],"domain_scores_gemma":[0.9996549,0.0002107459,0.00002429816,0.00005769552,0.000006087972,0.00004629193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002145114,0.0000909155,0.8784061,0.00002562988,0.000003379724,9.39137e-8,0.1055005,0.0007521685,0.0000377654,0.00969409,0.0004901222,0.004977794],"study_design_scores_gemma":[0.0003363293,0.00006022262,0.6827902,7.216828e-7,0.000003052927,7.732036e-7,0.03846518,0.2165444,0.000003865132,0.06071519,0.001016546,0.00006352521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988183,0.000005419375,0.007727925,0.00326238,0.0000157667,0.0002872985,0.000001319587,0.000007677468,0.0005091903],"genre_scores_gemma":[0.9955206,0.00001098987,0.002138071,0.001364638,0.00000599241,0.000081688,0.000003462377,0.000002515111,0.0008720792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2157922,"threshold_uncertainty_score":0.2265552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027445972946948,"score_gpt":0.3149182097296744,"score_spread":0.284643750000205,"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."}}