{"id":"W7161699799","doi":"10.59236/emro.v27i5a530","title":"Stolen Time","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Miller; Transparency (behavior); Tort; Damages; Quality (philosophy)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001144055,0.0002963835,0.0006704398,0.0002216528,0.0004932518,0.00007515147,0.0007174217,0.0001958154,0.0145238],"category_scores_gemma":[0.003700723,0.0002754383,0.0002931852,0.001640315,0.0003423843,0.0002206286,0.0000847542,0.0003869036,0.005103558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573611,"about_ca_system_score_gemma":0.003546049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001487645,"about_ca_topic_score_gemma":0.0008550028,"domain_scores_codex":[0.9968401,0.0007295535,0.0009170585,0.0005277357,0.0005035505,0.0004820274],"domain_scores_gemma":[0.99714,0.001576904,0.0002867114,0.00045714,0.0002691259,0.0002701526],"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":[0.00001345658,0.001535653,0.001000785,0.0002525909,0.00009215863,8.810679e-7,0.008476436,5.295741e-7,0.0001142918,0.01360495,0.6518884,0.3230198],"study_design_scores_gemma":[0.0002053693,0.0000211923,0.003479931,0.002912795,0.0001699012,7.499251e-7,0.0003451657,0.00002068308,0.00001562322,0.01107107,0.9815069,0.0002505486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01100241,0.6439522,0.00002330454,0.2948255,0.009379011,0.001561601,0.0001293522,0.0000472897,0.03907928],"genre_scores_gemma":[0.01130967,0.8232884,0.003728012,0.01236881,0.01168458,0.0002471956,0.0008236853,0.0000364762,0.1365131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3296185,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516556408324037,"score_gpt":0.3911145921096966,"score_spread":0.3559490280264562,"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."}}