{"id":"W4327645769","doi":"10.1080/00958964.2022.2152413","title":"Digital technologies and environmental education","year":2023,"lang":"en","type":"article","venue":"The Journal of Environmental Education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Affordance; Environmental education; Engineering ethics; Sociology; Public relations; Pedagogy; Political science; Engineering; Psychology","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":[0.0004861682,0.0001908673,0.000151887,0.0001489296,0.0002521721,0.00005301331,0.0003601705,0.00008148381,0.0008539949],"category_scores_gemma":[0.0000781476,0.0001432333,0.0000716737,0.0002738736,0.0007546386,0.0007050805,0.0002927217,0.0002538489,0.0004430361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006183439,"about_ca_system_score_gemma":0.00006897983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001095786,"about_ca_topic_score_gemma":0.000001600616,"domain_scores_codex":[0.9986263,0.00008329271,0.0004121277,0.0002033889,0.0004319802,0.0002429452],"domain_scores_gemma":[0.9991366,0.0000945614,0.0003069907,0.0003407835,0.00000238448,0.0001187018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005241593,0.001181772,0.2218343,0.0000128521,0.00002258569,0.000001295816,0.00259432,0.0001502362,0.01706768,0.00005378984,0.01264787,0.7443809],"study_design_scores_gemma":[0.0003215733,0.0002403169,0.7703747,0.00002694807,0.00007214762,0.0003093659,0.133478,0.00009949489,0.001738799,0.004956636,0.08804279,0.0003392111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937097,0.0006941202,0.00001882547,0.002515399,0.0004188851,0.0002884592,0.00001366591,0.00004025161,0.002300675],"genre_scores_gemma":[0.9933178,0.00147496,0.0001377829,0.000230805,0.00007134426,0.00001706749,0.00003564889,0.00002164791,0.004692899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7440417,"threshold_uncertainty_score":0.9350646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004541158199519694,"score_gpt":0.2302490520025771,"score_spread":0.2257078938030574,"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."}}