{"id":"W4413411249","doi":"10.1017/aee.2025.10060","title":"Experimenting with Diffractive Analysis Practices While Walking-with River: Audiowalking and Micromapping","year":2025,"lang":"en","type":"article","venue":"Australian Journal of Environmental Education","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Edith Cowan University; Australian Government","keywords":"Sociology; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.03110611,0.0008658041,0.0006648669,0.001714352,0.006782228,0.007555053,0.002975075,0.002150508,0.006222392],"category_scores_gemma":[0.04243482,0.0008222395,0.0006213543,0.00141055,0.02093353,0.006372921,0.01307378,0.003048025,0.0008317354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199642,"about_ca_system_score_gemma":0.003069406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003070631,"about_ca_topic_score_gemma":0.0077284,"domain_scores_codex":[0.9650658,0.02912082,0.0005762692,0.001865623,0.002018126,0.001353328],"domain_scores_gemma":[0.9453556,0.04276048,0.001549438,0.00614175,0.002432235,0.001760612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000157137,0.0005620825,0.004301135,0.000359111,0.00002015422,0.0006429664,0.9161713,0.0006867484,0.007849156,0.01573023,0.0007680889,0.05275188],"study_design_scores_gemma":[0.0001100135,0.001163531,0.006908085,0.0005812491,0.0000529457,0.0007959738,0.8910121,0.001896254,0.01118441,0.02023044,0.0659181,0.000146921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176776,0.0002702023,0.05057104,0.0023427,0.00009420494,0.0006703449,0.00006909402,0.0002199442,0.02808492],"genre_scores_gemma":[0.9410585,0.0002514649,0.0511441,0.0003805021,0.00001969009,0.0007598726,0.00003905273,0.0001058999,0.006241005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9932178,"threshold_uncertainty_score":0.1645068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917961912484853,"score_gpt":0.2578097826769575,"score_spread":0.218630163552109,"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."}}