{"id":"W4409619541","doi":"10.1080/1533015x.2025.2487654","title":"Comparing in-person and online video interpretation in zoo conservation messaging","year":2025,"lang":"en","type":"article","venue":"Applied Environmental Education & Communication","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Toronto Zoo; Wilfrid Laurier University","funders":"","keywords":"Interpretation (philosophy); Environmental education; Multimedia; Computer science; World Wide Web; Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003510331,0.000116839,0.0001348535,0.0002914408,0.0001049631,0.00003311652,0.0002004469,0.00007507059,0.0001039637],"category_scores_gemma":[0.00001537282,0.0001369754,0.00001373737,0.0003012317,0.0001057433,0.0002168244,0.00005380202,0.0002234803,0.00003574465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820434,"about_ca_system_score_gemma":0.00005340151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484318,"about_ca_topic_score_gemma":0.0008291199,"domain_scores_codex":[0.9990495,0.0001216957,0.0003099362,0.000281957,0.00008922152,0.000147642],"domain_scores_gemma":[0.9993502,0.0001577537,0.0001267389,0.0003280541,0.000005686389,0.00003158455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000125206,0.001083725,0.8616894,0.00002170981,0.00001080697,1.373145e-7,0.0193677,0.00009526833,0.006086992,0.03409657,0.0006292089,0.07679326],"study_design_scores_gemma":[0.0003629295,0.00001039603,0.9706315,0.00008237306,0.000008681521,0.000002025869,0.02361496,0.002617238,0.00008164121,0.001446265,0.001027008,0.0001150029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695437,0.0007287117,0.0002502511,0.002284448,0.0001610234,0.0003721007,0.000002525297,0.00002134821,0.02663587],"genre_scores_gemma":[0.9968531,0.0001568054,0.0009231049,0.001013275,0.00001142723,0.0001802388,0.0004310197,0.000007350768,0.0004237334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089421,"threshold_uncertainty_score":0.5585696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543788610162761,"score_gpt":0.3043845285696728,"score_spread":0.2789466424680452,"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."}}