{"id":"W7000313989","doi":"","title":"eScholarship@McGill","year":2011,"lang":"en","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Work (physics); The Internet","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":[0.001433079,0.001579294,0.001212001,0.003538712,0.003144589,0.0104799,0.00290664,0.002072475,0.943439],"category_scores_gemma":[0.01164694,0.0008602369,0.0006542266,0.005327094,0.001415599,0.004657126,0.005332377,0.001976119,0.8714987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005349941,"about_ca_system_score_gemma":0.007171196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09317713,"about_ca_topic_score_gemma":0.1697952,"domain_scores_codex":[0.9979977,0.0001907128,0.0001018477,0.0002922037,0.001103907,0.00031358],"domain_scores_gemma":[0.9900007,0.000791184,0.0004293283,0.002203435,0.003469924,0.003105384],"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":[0.00001243294,0.00001019654,0.00007276194,0.00006648501,0.000001441592,0.00002088549,0.0000373684,0.000009570339,0.00005379583,0.00103745,0.9684387,0.03023895],"study_design_scores_gemma":[0.000003681569,0.000004613048,0.0003140663,0.00006040635,0.000001521648,0.00002211768,0.00005037339,0.00001407682,0.00006116206,0.0001678042,0.9992919,0.000008297231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002742076,0.0007368622,0.0004494278,0.001655373,0.001353888,0.0001423595,0.01124561,0.004650608,0.9794917],"genre_scores_gemma":[0.001545446,0.0004584651,0.0003311336,0.0005497501,0.0001330725,0.00006338937,0.002599686,0.001302671,0.9930165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09317713,"threshold_uncertainty_score":0.1852696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012158963910259,"score_gpt":0.3672630359786681,"score_spread":0.2660471395876421,"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."}}