{"id":"W7154826244","doi":"10.59236/emro.v27i12a83","title":"Unloved","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":"Silence; Film director; Documentation; Institution; Documentary film","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":[0.0005300117,0.0007541595,0.0004767622,0.001119205,0.003069132,0.006531661,0.001009605,0.001487555,0.8323407],"category_scores_gemma":[0.002419736,0.000474368,0.0003671301,0.000833871,0.0007859707,0.004409956,0.004912021,0.002324102,0.5907069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176807,"about_ca_system_score_gemma":0.001167353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004637609,"about_ca_topic_score_gemma":0.01307455,"domain_scores_codex":[0.99942,0.00007582779,0.00001777188,0.0001273595,0.0002485534,0.0001105297],"domain_scores_gemma":[0.9987125,0.0001050237,0.00004701719,0.0001983822,0.0004146693,0.0005223316],"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":[0.00003131837,0.00001983204,0.0001134955,0.00006534223,0.000001857635,0.00006423497,0.0002629237,0.00002033338,0.0002427015,0.004424978,0.9450048,0.0497482],"study_design_scores_gemma":[0.000002030022,0.000004578099,0.0001270243,0.00003081146,6.102752e-7,0.0000360605,0.0001545485,0.00001409621,0.00003589869,0.0001747645,0.9994175,0.000002185528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008401005,0.001162072,0.0009021084,0.002243844,0.005605279,0.00008228503,0.001509287,0.001580123,0.9860749],"genre_scores_gemma":[0.002261106,0.0003645213,0.0002611071,0.0005271318,0.0003392113,0.00002310696,0.0005414232,0.000570352,0.9951121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8323407,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06461579405616795,"score_gpt":0.4424080555832043,"score_spread":0.3777922615270363,"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."}}