{"id":"W1558688502","doi":"","title":"Bastions of Mechanism, Castles Built on Sand: A Critique of Schooling From an Ecological Perspective","year":2003,"lang":"en","type":"article","venue":"Canadian journal of environmental education","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Mechanism (biology); Environmental education; Order (exchange); Sociology; Ecology; Realization (probability); Work (physics); Environmental ethics; Epistemology; Pedagogy; Biology; Engineering; Economics; Computer science","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":[0.0004218831,0.00006465446,0.000115096,0.0001679033,0.0002900966,0.0000187375,0.0001081641,0.00008342406,0.001899972],"category_scores_gemma":[0.000255338,0.00006714481,0.0000547282,0.00007942663,0.0001382372,0.0001680731,0.000001272721,0.000137628,0.000004818556],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384287,"about_ca_system_score_gemma":0.006022426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1032273,"about_ca_topic_score_gemma":0.07475354,"domain_scores_codex":[0.9991348,0.0002443313,0.0002217323,0.00009221972,0.0001533335,0.0001535468],"domain_scores_gemma":[0.9992186,0.00008128868,0.0002215048,0.00008038538,0.00007036245,0.0003279033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001003775,0.004019295,0.07337383,0.00002158564,0.0001575411,0.00001662091,0.4832133,0.001060382,0.02452206,0.4028042,0.001577449,0.009133329],"study_design_scores_gemma":[0.0005152706,0.0012551,0.199774,0.00019839,0.0001376592,0.00002793295,0.6826802,0.0000109036,0.02510399,0.08109629,0.008830893,0.0003692801],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945554,0.0002779777,0.00008331118,0.000534158,0.0005740245,0.0001145683,0.00006847979,0.000001151134,0.003790978],"genre_scores_gemma":[0.9988345,0.00007021213,0.0006807222,0.0001406285,0.000181562,0.000002543638,0.00001043278,0.000005970861,0.00007345751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3217079,"threshold_uncertainty_score":0.9996125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524485236793727,"score_gpt":0.3011602085035076,"score_spread":0.2859153561355703,"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."}}