{"id":"W2089617720","doi":"10.1080/758484352","title":"How Much Do They Understand? Lectures, students and comprehension","year":2000,"lang":"en","type":"article","venue":"Higher Education Research & Development","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comprehension; Quarter (Canadian coin); Diversity (politics); Mathematics education; Psychology; Literacy; Pedagogy; Sociology; Linguistics; Geography","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":[0.003033176,0.0003562417,0.0004990468,0.001181953,0.0005118977,0.003017868,0.0004540367,0.00112534,0.002939963],"category_scores_gemma":[0.02528311,0.0002630276,0.0004046996,0.0004953659,0.001107876,0.002609502,0.001321718,0.00167394,0.0008789167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005401557,"about_ca_system_score_gemma":0.0004546484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574591,"about_ca_topic_score_gemma":0.001645209,"domain_scores_codex":[0.9981311,0.000742416,0.0001595499,0.0001625033,0.0005094744,0.0002949841],"domain_scores_gemma":[0.9878998,0.006216772,0.002521239,0.0003634247,0.001262615,0.001736137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004665111,0.001508276,0.6782396,0.0003293947,0.0001244368,0.0007837404,0.1488505,0.0002738479,0.005332246,0.0007924588,0.002896442,0.1604026],"study_design_scores_gemma":[0.00006456957,0.00204117,0.8537316,0.0003568534,0.0001145771,0.001649159,0.1287214,0.000656574,0.002623192,0.002698755,0.007242216,0.00009997584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936133,0.0008137504,0.0002562294,0.0008379687,0.00002419045,0.00002301036,0.00005981043,0.00001997111,0.004351754],"genre_scores_gemma":[0.9972188,0.0007747922,0.0002099685,0.0001819675,0.00002793686,0.00001844581,0.0000650856,0.000006117811,0.001496766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033176,"threshold_uncertainty_score":0.01604116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2387016244819242,"score_gpt":0.5252351982233884,"score_spread":0.2865335737414642,"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."}}