{"id":"W4401834520","doi":"10.18260/1-2--48640","title":"WIP: Pilot of Block Model Delivery of First-Year Engineering","year":2024,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Block (permutation group theory); Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003447722,0.000565963,0.000382647,0.0008430197,0.0004715541,0.0005511351,0.001293425,0.0005223986,0.01546158],"category_scores_gemma":[0.005293728,0.0004988646,0.0004173663,0.0003021974,0.0003092602,0.0007073343,0.001439667,0.001417294,0.003264177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000938936,"about_ca_system_score_gemma":0.004254688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003741923,"about_ca_topic_score_gemma":0.003551468,"domain_scores_codex":[0.9987909,0.0003565956,0.00004701129,0.0001220244,0.0004366259,0.0002468504],"domain_scores_gemma":[0.9961995,0.001177702,0.0001830778,0.0003099397,0.0008648014,0.001264904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01347899,0.05506933,0.01481731,0.00100955,0.0001042167,0.0007425118,0.002797932,0.01039516,0.07650526,0.002492525,0.03225564,0.7903316],"study_design_scores_gemma":[0.01234879,0.3921088,0.1762569,0.0004737634,0.0002610308,0.001084197,0.002409431,0.06294547,0.1307967,0.002151416,0.2188571,0.0003063135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055411,0.0001609419,0.0521691,0.00108902,0.0003798121,0.01308086,0.002405725,0.006339466,0.018834],"genre_scores_gemma":[0.8247903,0.0004756449,0.1245766,0.0005024582,0.0001029861,0.009777202,0.003701097,0.0006022824,0.03547158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546158,"threshold_uncertainty_score":0.05172408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007767432865361443,"score_gpt":0.1904252719187418,"score_spread":0.1826578390533804,"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."}}