{"id":"W7096358699","doi":"","title":"ADMINISTRATIVE PROCEDURES Chapter 4 Academic Affairs","year":2005,"lang":"en","type":"article","venue":"","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Remedial education; Waiver; Higher education; Quarter (Canadian coin); Unit (ring theory); Miller","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":[0.01921531,0.001163161,0.001630424,0.005790397,0.006430793,0.009729114,0.005667919,0.003898632,0.6283935],"category_scores_gemma":[0.07740383,0.001849977,0.001015156,0.004120104,0.001346881,0.002925287,0.004206805,0.004964332,0.5087409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00473146,"about_ca_system_score_gemma":0.01811857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008729827,"about_ca_topic_score_gemma":0.01000441,"domain_scores_codex":[0.9783767,0.005264483,0.00200353,0.001721479,0.009764178,0.002869649],"domain_scores_gemma":[0.9084165,0.0208138,0.003529722,0.01416285,0.04536023,0.007716886],"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":[0.00005269196,0.0001404011,0.0002753575,0.00009343834,0.000002565848,0.00003832,0.0001279919,0.00005601456,0.0001570744,0.006181245,0.9657907,0.02708414],"study_design_scores_gemma":[0.0000398874,0.00005415692,0.002224355,0.0001547051,0.000003050707,0.00006125218,0.0002620463,0.0001483552,0.0002298273,0.001340823,0.9954613,0.00002027222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002403085,0.000412768,0.007562299,0.007217516,0.003882401,0.01444754,0.02697554,0.01112953,0.9259693],"genre_scores_gemma":[0.01267213,0.0006424622,0.01234058,0.0077382,0.001955483,0.01406509,0.02384606,0.002741915,0.9239981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3716065,"threshold_uncertainty_score":0.5300516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08837647005619231,"score_gpt":0.4154544811526643,"score_spread":0.327078011096472,"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."}}