{"id":"W4415757899","doi":"10.14452/mr-077-06-2025-10_0","title":"November 2025 (Volume 77, Number 6)","year":2025,"lang":"","type":"article","venue":"Monthly Review","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanity; Ideology; Civilization; Quarter (Canadian coin); Blank; First World","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001460456,0.0007954418,0.0006293761,0.002808708,0.001114743,0.00457991,0.001043506,0.00236373,0.3674316],"category_scores_gemma":[0.00470251,0.0004055653,0.0004357641,0.002612556,0.0006604727,0.003480669,0.001629979,0.002317407,0.3632452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468529,"about_ca_system_score_gemma":0.002559331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904451,"about_ca_topic_score_gemma":0.009143077,"domain_scores_codex":[0.9992186,0.00009016998,0.00006895307,0.0001152467,0.0004015985,0.0001054488],"domain_scores_gemma":[0.9973876,0.0002192015,0.0001216223,0.0000996716,0.001516179,0.0006557055],"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":[0.00001583099,0.00001651928,0.000146594,0.0002535238,0.000003602949,0.00002451905,0.00000939169,0.00001319655,0.0001017502,0.0007566888,0.9442601,0.05439837],"study_design_scores_gemma":[0.000005727876,0.000009582027,0.0005532931,0.0002925845,0.000002722845,0.0000335055,0.00001586731,0.00001147217,0.00002743121,0.0000980024,0.9989476,0.000002390614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001000869,0.1094922,0.0006408843,0.02845542,0.1791132,0.0003814433,0.002845894,0.0004898852,0.6775802],"genre_scores_gemma":[0.003662711,0.07960401,0.0005446956,0.01914879,0.03438024,0.0001472729,0.00251915,0.0001423132,0.8598508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6325684,"threshold_uncertainty_score":0.902282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010649654258187,"score_gpt":0.3155868813029037,"score_spread":0.2954803847603218,"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."}}