{"id":"W7010142030","doi":"","title":"Grading (Anxious and Silent) Participation: Assessing Student Attendance and Engagement with Short Papers on a “Question For Consideration\"","year":2016,"lang":"en","type":"article","venue":"PhilPapers (PhilPapers Foundation)","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Grading (engineering); Attendance; Competence (human resources); Student engagement; Educational measurement","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00553359,0.0006010807,0.0004269046,0.001807492,0.0006216301,0.002066993,0.00121343,0.0009390537,0.002614812],"category_scores_gemma":[0.02597363,0.0003146704,0.001042035,0.0009172435,0.0006547999,0.000952651,0.002420306,0.00133139,0.001024514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005632728,"about_ca_system_score_gemma":0.0007029256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007219641,"about_ca_topic_score_gemma":0.002059861,"domain_scores_codex":[0.9948378,0.001891501,0.0007690684,0.0004576406,0.001615596,0.0004282754],"domain_scores_gemma":[0.9823561,0.005264126,0.006120611,0.000969519,0.002542923,0.002746605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001621539,0.003465241,0.6983049,0.0005899101,0.0003653347,0.0002078,0.01724573,0.0006910911,0.01198445,0.0009662819,0.005097378,0.2594604],"study_design_scores_gemma":[0.00007767608,0.002986378,0.9772356,0.0001083786,0.0001232912,0.0004462589,0.005994079,0.002078453,0.004853808,0.00115076,0.004821339,0.0001240862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908312,0.00007396309,0.002994821,0.0002274305,0.00005240379,0.0004465329,0.0002237756,0.0001003611,0.005049447],"genre_scores_gemma":[0.9853302,0.0001545236,0.009505518,0.00009287196,0.00004368824,0.0006440167,0.0004843905,0.00002695546,0.00371771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00553359,"threshold_uncertainty_score":0.02926475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07680358395487605,"score_gpt":0.4468304523332486,"score_spread":0.3700268683783725,"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."}}