{"id":"W2109376401","doi":"","title":"“Ways of Doing,” Learning, Teaching, and Researching","year":2005,"lang":"en","type":"article","venue":"Canadian journal of environmental education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commensurability (mathematics); Coherence (philosophical gambling strategy); Environmental education; Curriculum; Pedagogy; Congruence (geometry); Curriculum studies; Mathematics education; Outdoor education; Psychology; Sociology; Epistemology; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009352806,0.0003624181,0.0002837337,0.001280057,0.004570474,0.01028785,0.001115239,0.001399694,0.002417547],"category_scores_gemma":[0.009481113,0.0002850835,0.0005956151,0.0009187453,0.01997064,0.007982801,0.005641682,0.002210858,0.0004756417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002514138,"about_ca_system_score_gemma":0.007657402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410334,"about_ca_topic_score_gemma":0.01213783,"domain_scores_codex":[0.9916239,0.005514433,0.0003109335,0.00051683,0.001540307,0.0004935823],"domain_scores_gemma":[0.9903017,0.005107253,0.0009107146,0.001514435,0.0008326412,0.001333344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002507513,0.0002131245,0.01750102,0.0003580211,0.00002391185,0.0007469802,0.5485172,0.0003611904,0.002488334,0.3203248,0.002817506,0.1066228],"study_design_scores_gemma":[0.00002275,0.0001446095,0.009873891,0.000618031,0.00002978818,0.002383257,0.5256,0.0006442945,0.002568114,0.1199611,0.3380652,0.00008881709],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4621705,0.004936213,0.1040746,0.02281353,0.0004868607,0.0004583696,0.00007193245,0.0002024355,0.4047857],"genre_scores_gemma":[0.9368502,0.001985291,0.03678223,0.0009432568,0.00004705035,0.0001784748,0.00002676263,0.00004581947,0.02314087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028785,"threshold_uncertainty_score":0.04946291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008089245540581685,"score_gpt":0.2470863991546317,"score_spread":0.23899715361405,"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."}}