{"id":"W7161691917","doi":"10.59236/emro.v27i3a8413","title":"Reflection of Life","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oppression; Indigenous; Perspective (graphical); Politics; Oral history; Reflection (computer programming); Humanism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002792193,0.00023837,0.0005514857,0.0001850774,0.0002048252,0.00005974701,0.0002102434,0.00009577213,0.01188338],"category_scores_gemma":[0.0008463498,0.0002094598,0.0002130936,0.0001728541,0.000314278,0.0001949084,0.00005214744,0.0002856311,0.0002135124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008528947,"about_ca_system_score_gemma":0.0003370521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003650875,"about_ca_topic_score_gemma":0.0001954016,"domain_scores_codex":[0.9981086,0.0001475867,0.001048947,0.0002975993,0.0001968363,0.0002004477],"domain_scores_gemma":[0.9988303,0.0003374307,0.0002747327,0.0003281757,0.0001091125,0.0001203083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005396675,0.002782203,0.001493564,0.002836393,0.0001120337,3.154385e-7,0.008426025,0.000001926473,0.0001539469,0.7008423,0.255612,0.02768535],"study_design_scores_gemma":[0.0002359705,0.00003960388,0.007386046,0.001581355,0.0001382271,7.611635e-7,0.0008425494,0.00001115745,0.00001929176,0.009750732,0.9798331,0.0001612125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03293497,0.7871677,0.00002158047,0.06847046,0.01966728,0.001172594,0.001777716,0.00002036389,0.08876728],"genre_scores_gemma":[0.5516801,0.2491535,0.003904785,0.01573079,0.01744505,0.0002538044,0.006323765,0.00006553593,0.1554427],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7242211,"threshold_uncertainty_score":0.9890199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04070178436556804,"score_gpt":0.3175279957750075,"score_spread":0.2768262114094394,"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."}}