{"id":"W304767826","doi":"10.55016/ojs/jet.v18i2.44021","title":"Literature for Adolescents: Gold or Dross?","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dross; Psychology; Pedagogy; Metallurgy; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002588596,0.0001261015,0.0002057079,0.0002043201,0.000184278,0.0003826421,0.0002956559,0.00005007243,0.003823511],"category_scores_gemma":[0.0003288688,0.00008116083,0.0002340959,0.0001200611,0.0001726204,0.0005498387,0.0000171552,0.0001753985,0.00004386702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005613605,"about_ca_system_score_gemma":0.0001909493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001487025,"about_ca_topic_score_gemma":0.00004125386,"domain_scores_codex":[0.999023,0.00003303787,0.0004282031,0.000116351,0.0002366528,0.0001627937],"domain_scores_gemma":[0.9976436,0.0001936331,0.0003842795,0.000162643,0.001532223,0.00008356667],"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":[0.0003212079,0.0002770969,0.0002021261,0.00006404296,0.0001410893,0.000001643045,0.01472609,8.763423e-7,0.00008171876,0.5277613,0.4556722,0.0007505499],"study_design_scores_gemma":[0.0003375313,0.0002363279,0.0001915164,0.000408085,0.00009077838,0.00005062403,0.0006479639,0.000007489886,0.0001112512,0.02267245,0.9751318,0.000114152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3404402,0.03209529,0.002807052,0.131024,0.1037783,0.002435831,0.002373319,0.0001438575,0.3849022],"genre_scores_gemma":[0.6914706,0.00004654579,0.01051157,0.00283949,0.0566008,0.00001265521,0.00005013419,0.00003573088,0.2384324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5194596,"threshold_uncertainty_score":0.9970871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260867021417374,"score_gpt":0.3047401315073544,"score_spread":0.278653429365617,"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."}}