{"id":"W2116839832","doi":"","title":"Recent International Developments in Professional Development in Environmental Education: Reflections and Issues","year":2000,"lang":"en","type":"article","venue":"Canadian journal of environmental education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Environmental education; Citizen journalism; Principal (computer security); Action research; Political science; Engineering ethics; Sociology; Participatory development; Professional development; Pedagogy; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003866795,0.0002059406,0.0001757418,0.0003128398,0.0001772435,0.00004217323,0.0002639333,0.0001062751,0.02515203],"category_scores_gemma":[0.00003390411,0.000222441,0.00003419282,0.000195805,0.0002655349,0.0005732806,0.00003444903,0.0003135635,0.0001921862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004720511,"about_ca_system_score_gemma":0.001196451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114222,"about_ca_topic_score_gemma":0.007174931,"domain_scores_codex":[0.9982083,0.0001124888,0.0006786197,0.0003329364,0.0003403114,0.0003273087],"domain_scores_gemma":[0.9991828,0.00001873991,0.0001581063,0.0001581298,0.000004362375,0.0004778227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002138643,0.0009193035,0.551139,0.000003501001,0.000006601654,0.00000501014,0.005079676,0.00008676831,0.0004732018,0.000009998444,0.001224717,0.4410308],"study_design_scores_gemma":[0.0002185776,0.00001989221,0.5815083,0.00003307406,0.000002882952,0.00005422551,0.00411206,0.000003200005,0.0001439669,0.0001216517,0.4136462,0.0001359561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866816,0.001132849,7.650462e-7,0.001867616,0.001460076,0.0003180961,0.000006916238,0.000002999113,0.008529098],"genre_scores_gemma":[0.9831779,0.001203318,0.002244246,0.0007785253,0.00007944801,0.00005601693,0.0000622851,0.00001910952,0.01237913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4408949,"threshold_uncertainty_score":0.9991002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008070297501344687,"score_gpt":0.2771131090237377,"score_spread":0.269042811522393,"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."}}