{"id":"W4408991240","doi":"10.1017/aee.2025.9","title":"Becoming a Wild Researcher Through Goethean Science, Indigenous Philosophy and Creative Response","year":2025,"lang":"en","type":"article","venue":"Australian Journal of Environmental Education","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Indigenous; Sociology; Project commissioning; Publishing; Social science; Pedagogy; Ecology; Art; Literature; Biology","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":[0.001208132,0.00009489438,0.0001138919,0.000302645,0.0002875156,0.00005330842,0.0002359142,0.00005567162,0.000786111],"category_scores_gemma":[0.00008356121,0.00008338553,0.00003528242,0.0003321456,0.0006654623,0.0005201442,0.00002850395,0.0002484666,0.00003768829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523148,"about_ca_system_score_gemma":0.000474817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001105106,"about_ca_topic_score_gemma":0.000001368456,"domain_scores_codex":[0.9988778,0.0001790258,0.0002696932,0.0001983399,0.0002473996,0.0002277188],"domain_scores_gemma":[0.9994209,0.0001057826,0.0001959017,0.000131735,0.00002662079,0.0001190019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005288738,0.004645237,0.3881031,0.00005669123,0.0002490355,0.00004094542,0.2942623,0.00001429916,0.1393332,0.0173247,0.03574686,0.1149349],"study_design_scores_gemma":[0.0002897946,0.000411077,0.9452097,0.00009181102,0.00002625873,0.0001373682,0.03848166,4.571281e-7,0.001566907,0.006774074,0.006912152,0.00009876642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870687,0.0002694735,0.00002053797,0.004558694,0.0007387695,0.0001454231,0.000008818786,0.000003100495,0.007186458],"genre_scores_gemma":[0.9885455,0.00004345937,0.0007164601,0.0002910786,0.0001427058,0.000005782737,0.00000294922,0.000004856621,0.01024725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5571066,"threshold_uncertainty_score":0.8607364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06243558744002274,"score_gpt":0.3929265669937342,"score_spread":0.3304909795537115,"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."}}