{"id":"W152593044","doi":"10.1007/0-306-47642-8_21","title":"Teachers’ Sources and Uses of Assessment Information","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Information retrieval; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002811841,0.0001309869,0.000212994,0.000110693,0.0001519037,0.000100823,0.0001428435,0.0001971766,0.002569621],"category_scores_gemma":[0.00001268535,0.0001166401,0.00006299761,0.00002087401,0.0002289621,0.0003806421,0.00005999031,0.0001310898,0.00005276089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005494466,"about_ca_system_score_gemma":0.00006006322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003564872,"about_ca_topic_score_gemma":0.0001708415,"domain_scores_codex":[0.9989893,0.00001874153,0.0002535491,0.00009745802,0.000516032,0.0001249613],"domain_scores_gemma":[0.9994622,0.00007857849,0.0002350063,0.00009338361,0.00007522763,0.00005564529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001690479,0.00001387166,0.009312987,0.00002212159,0.0000820227,3.934682e-7,0.01993765,2.794759e-7,0.000001107937,0.9450406,0.008635107,0.0169521],"study_design_scores_gemma":[0.0001791828,0.00004281233,0.00547541,0.00005031789,0.00005809322,1.63652e-7,0.005420785,0.000004712598,0.000001858091,0.002796685,0.9857708,0.0001992017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007729557,0.0001121232,0.00003584696,0.0002610932,0.0001162016,0.000216211,0.000005584851,0.00004235008,0.9984376],"genre_scores_gemma":[0.06297175,0.001802905,0.0007907063,0.0001098688,0.0001581148,0.000004291625,0.00001578361,0.00001049801,0.9341361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9771357,"threshold_uncertainty_score":0.9983422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573563513499994,"score_gpt":0.3168163061912377,"score_spread":0.2810806710562377,"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."}}