{"id":"W55569071","doi":"","title":"Assessing Higher Levels of Learning in Post-Secondary Education. (Online Instruction)","year":2001,"lang":"en","type":"article","venue":"Academic exchange quarterly","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Assessment for learning; Psychology; Alternative assessment; Mathematics education; Formative assessment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007667626,0.0001291563,0.0002174286,0.0003238843,0.0002246462,0.00004250255,0.0002512226,0.0002979772,0.001478804],"category_scores_gemma":[0.0001208633,0.0001396741,0.00005671211,0.0006642396,0.0001362567,0.001263594,0.00001703918,0.001111866,0.00003046936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091524,"about_ca_system_score_gemma":0.001102884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012065,"about_ca_topic_score_gemma":0.0009860225,"domain_scores_codex":[0.9982475,0.0003778374,0.0004210335,0.0002586552,0.000318599,0.0003763994],"domain_scores_gemma":[0.9992303,0.0001454853,0.000257997,0.0001135384,0.0001526879,0.0001000332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007342359,0.00006661698,0.02404165,0.00002419957,0.000007675945,0.00000327966,0.01158572,0.000003231625,0.001140855,0.001146091,0.0001227406,0.9618506],"study_design_scores_gemma":[0.0007688255,0.0002411273,0.3022592,0.0002432977,0.00002432594,0.00001462599,0.1380685,0.00003735652,0.00003870007,0.002654626,0.5552732,0.0003762796],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782882,0.001403326,0.00003623053,0.00494151,0.0006517901,0.0001387195,0.000005257388,0.00008744135,0.01444755],"genre_scores_gemma":[0.9907217,0.0003124384,0.001354828,0.0003012262,0.001342062,0.00001097695,0.00002794434,0.00001973393,0.00590909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9614743,"threshold_uncertainty_score":0.999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240705123519217,"score_gpt":0.3698054263827472,"score_spread":0.327398375147555,"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."}}