{"id":"W4405325921","doi":"10.3390/educsci14121362","title":"Technology and K-12 Environmental Education in Ontario, Canada: Teacher Perceptions and Recommendations","year":2024,"lang":"en","type":"article","venue":"Education Sciences","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Environmental education; Perception; Teacher education; Pedagogy; Mathematics education; Psychology; Sociology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002556335,0.0003273967,0.0005125944,0.001261871,0.01547323,0.005342673,0.001139832,0.0009739565,0.005794154],"category_scores_gemma":[0.006418525,0.0004606186,0.0003384424,0.003573819,0.003336871,0.002290413,0.002476625,0.001851431,0.0004041622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0721681,"about_ca_system_score_gemma":0.2241015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930019,"about_ca_topic_score_gemma":0.9967374,"domain_scores_codex":[0.9968805,0.000419567,0.0001428968,0.0002372189,0.001103683,0.00121622],"domain_scores_gemma":[0.9897948,0.001392904,0.0006454613,0.0001319793,0.00414073,0.003894135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009600761,0.0002556303,0.394759,0.001076853,0.00002221575,0.001868989,0.4757048,0.0002629042,0.001952978,0.004002962,0.02691228,0.0930853],"study_design_scores_gemma":[0.00001206255,0.0000764032,0.1787841,0.0008650523,0.0000253977,0.0001963362,0.7200028,0.0002152255,0.0003161329,0.0002859198,0.09915337,0.0000673127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006596,0.004784917,0.0005326953,0.03755951,0.0002078251,0.0001948919,0.0006604908,0.00007489114,0.05532526],"genre_scores_gemma":[0.9696647,0.006539639,0.00104465,0.00233757,0.00002078224,0.00008471384,0.0002720394,0.00003914146,0.01999666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0721681,"threshold_uncertainty_score":0.5236186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485527219089197,"score_gpt":0.3055035061295395,"score_spread":0.2906482339386475,"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."}}