{"id":"W4395040322","doi":"10.1353/vcr.2023.a925210","title":"Teaching Textual Analysis Using Hypothes.is","year":2023,"lang":"en","type":"article","venue":"Victorian review","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004613427,0.001123644,0.0006679304,0.002739159,0.002023036,0.0055912,0.00168329,0.001367031,0.09856645],"category_scores_gemma":[0.0178981,0.0008393431,0.001319614,0.001537991,0.00244699,0.008578962,0.005951534,0.004552136,0.04967654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631623,"about_ca_system_score_gemma":0.00384487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050941,"about_ca_topic_score_gemma":0.001953361,"domain_scores_codex":[0.9967907,0.001017682,0.0002282882,0.0007766918,0.001002024,0.000184551],"domain_scores_gemma":[0.9873582,0.007100251,0.0005785387,0.001644694,0.002145557,0.001172801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001177327,0.0003975974,0.001310917,0.0007239247,0.00002658896,0.0003493386,0.009763852,0.001060551,0.006275337,0.1317886,0.3791287,0.4690568],"study_design_scores_gemma":[0.00005106556,0.00006430579,0.0009471925,0.0007010237,0.00001518273,0.0006461506,0.004179532,0.005114152,0.005340108,0.1204429,0.8624505,0.0000479294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01002967,0.002016227,0.6471328,0.02961745,0.002930516,0.0007799595,0.001983266,0.02441133,0.2810988],"genre_scores_gemma":[0.1240289,0.005079811,0.6134728,0.007980046,0.002000014,0.001315865,0.004544908,0.01045638,0.2311213],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09856645,"threshold_uncertainty_score":0.3297376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362588849005989,"score_gpt":0.4743789724849516,"score_spread":0.3381200875843527,"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."}}