{"id":"W1593685159","doi":"","title":"Narrative, Knowing, and Emerging Methodologies in Environmental Education Research: Issues of Quality","year":2002,"lang":"en","type":"article","venue":"","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Legitimation; Sociology; Situated; Narrative; Narrative inquiry; Environmental education; Context (archaeology); Positivism; Epistemology; Educational research; Qualitative research; Quality (philosophy); Pedagogy; Engineering ethics; Social science; Politics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001700009,0.00009143491,0.0001428294,0.00007241884,0.0001087527,0.00001100972,0.0001281418,0.0000508056,0.01292027],"category_scores_gemma":[0.0003316538,0.00008390485,0.00002485662,0.0001884667,0.0007270873,0.0002559176,0.000214667,0.0001501898,0.00005864565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000697,"about_ca_system_score_gemma":0.00000624318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793877,"about_ca_topic_score_gemma":0.0001707119,"domain_scores_codex":[0.998185,0.0007103851,0.000283694,0.0003103214,0.0002988369,0.0002117942],"domain_scores_gemma":[0.9994441,0.000201816,0.00005244578,0.0002318701,0.000002934326,0.00006681215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001300069,0.0008148527,0.8029866,0.00003032255,0.000004428326,5.085628e-7,0.06834878,0.0000589333,0.01662194,0.00084963,0.002816719,0.1074543],"study_design_scores_gemma":[0.0001309717,0.0000502223,0.8234943,0.000005869006,0.000001398405,0.000001126919,0.1594687,0.0001013719,0.003751949,0.003904845,0.008973546,0.0001157734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756436,0.0004812609,0.00001847857,0.002201484,0.00004075146,0.0002315869,8.394385e-7,0.00001090772,0.02137111],"genre_scores_gemma":[0.985537,0.00032742,0.00601221,0.0001079853,0.000008607323,0.00002933294,0.000002129882,0.00000566562,0.007969678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073385,"threshold_uncertainty_score":0.987982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482990113565939,"score_gpt":0.4489912234096879,"score_spread":0.300692212053094,"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."}}