{"id":"W4402461733","doi":"10.1080/14681366.2024.2398420","title":"Walking-wit(h)nessing: propositions for walking with waste landscapes in early childhood education","year":2024,"lang":"en","type":"article","venue":"Pedagogy Culture and Society","topic":"Diverse academic research themes","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pedagogy; Sociology; Environmental education; Early childhood education; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009535695,0.0007246797,0.0003758044,0.001854946,0.006823389,0.009727148,0.002092,0.004272833,0.004794674],"category_scores_gemma":[0.009768033,0.0003939782,0.0004242371,0.001830449,0.05271513,0.01421223,0.007590423,0.005683896,0.00048812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003885883,"about_ca_system_score_gemma":0.004979845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003671892,"about_ca_topic_score_gemma":0.005906111,"domain_scores_codex":[0.9946279,0.004122491,0.0001601522,0.0003243078,0.0003866961,0.0003784425],"domain_scores_gemma":[0.9910619,0.00614066,0.0008366432,0.0005480103,0.0006484765,0.0007641803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001058467,0.00003787328,0.0006285165,0.0001116613,0.00000275696,0.0003180441,0.1435782,0.0001252653,0.0001099859,0.8461113,0.001229468,0.007736432],"study_design_scores_gemma":[0.00001295706,0.00006361651,0.001324361,0.0009117661,0.00001204679,0.0004191868,0.4221011,0.0005401974,0.00080567,0.4816943,0.09207586,0.00003896774],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2071516,0.009805549,0.1860798,0.1678509,0.001466655,0.0006872781,0.0001657596,0.0002377369,0.4265548],"genre_scores_gemma":[0.961405,0.002033585,0.02621013,0.002989834,0.00007962099,0.0003082821,0.00003623461,0.00003903477,0.006898124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009727148,"threshold_uncertainty_score":0.05043018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201821842990461,"score_gpt":0.4006366334828946,"score_spread":0.35861841505299,"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."}}