{"id":"W4323663692","doi":"10.3390/educsci13030292","title":"Citizenship Outcomes and Place-Based Learning Environments in an Integrated Environmental Studies Program","year":2023,"lang":"en","type":"article","venue":"Education Sciences","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Douglas College","funders":"","keywords":"Citizenship; Learning environment; Context (archaeology); Psychology; Perception; Focus group; Mathematics education; Pedagogy; Sociology; Political science; Geography","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":[0.001161805,0.0001256652,0.0001487951,0.000255921,0.0008642506,0.000154481,0.0002383287,0.00004735872,0.0001232664],"category_scores_gemma":[0.0002903412,0.0001065141,0.00002730188,0.0004853006,0.001036344,0.0003022842,0.00004583688,0.0001159574,0.00007217701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094368,"about_ca_system_score_gemma":0.000265905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052167,"about_ca_topic_score_gemma":0.0001818914,"domain_scores_codex":[0.998203,0.0002850561,0.0002137572,0.0003714765,0.0006085623,0.000318135],"domain_scores_gemma":[0.9993773,0.000317217,0.00008802253,0.00009124356,0.000006560145,0.0001197211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001807236,0.0002138444,0.9641266,0.000002942785,0.000007498409,4.915738e-7,0.01158059,0.0003085325,0.00002143589,0.0007111797,0.0001999813,0.02282511],"study_design_scores_gemma":[0.0001559025,0.00007707608,0.8544449,0.00002044282,0.000005773066,1.40577e-7,0.1254105,0.0001504262,0.000007349857,0.0005610856,0.01902299,0.0001434867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934697,0.0002785695,0.000002084832,0.004327703,0.0004250235,0.0003708543,0.000002211109,0.00007308822,0.001050739],"genre_scores_gemma":[0.9923323,0.000433097,0.0007470306,0.0002582662,0.00004804276,0.0001953165,0.0000268691,0.000007287309,0.005951824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138299,"threshold_uncertainty_score":0.6647205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09851259065292668,"score_gpt":0.4455876816131488,"score_spread":0.3470750909602222,"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."}}