{"id":"W7155532721","doi":"10.59236/emro.v27i8a258","title":"Life After","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Nothing; Ridiculous; State (computer science); Sentence; Order (exchange); Wife","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005441852,0.0007849931,0.0004455519,0.0006964487,0.00376857,0.005866348,0.0008181543,0.00229047,0.797246],"category_scores_gemma":[0.003059124,0.0003130345,0.0004436486,0.0006299338,0.0006365748,0.004618963,0.006063083,0.002998467,0.6182423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022,"about_ca_system_score_gemma":0.001474538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502665,"about_ca_topic_score_gemma":0.007266282,"domain_scores_codex":[0.9993517,0.0001088135,0.00002551246,0.0001242118,0.0002360515,0.0001538217],"domain_scores_gemma":[0.9988536,0.0000876285,0.00004740259,0.0001216006,0.0003246696,0.0005651245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000917048,0.000009690346,0.00005569229,0.0000311403,9.230747e-7,0.00004663901,0.0001536678,0.000005173614,0.00004385217,0.003059568,0.9672893,0.02929504],"study_design_scores_gemma":[0.000001465469,0.000004311086,0.00008294931,0.00002589443,3.075031e-7,0.00004393443,0.0001405841,0.000002836161,0.00001012286,0.0002361675,0.9994498,0.000001649356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000558322,0.001856057,0.0004747315,0.008542799,0.01075203,0.0000988988,0.001654886,0.0007395105,0.9753227],"genre_scores_gemma":[0.001750265,0.0005579008,0.0001612571,0.003161441,0.0006634673,0.00004164538,0.0006387663,0.0002802229,0.992745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.797246,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485350145554214,"score_gpt":0.4195360129458488,"score_spread":0.3710009983904274,"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."}}