{"id":"W2122564954","doi":"10.5334/2003-1-reuse-12","title":"Commentary by Tom Carey and Kevin Harrigan on Littlejohn, A. (2003) Reusing Online Resources, Chapter 9: Designing for Reuse and Versioning, by Mary Thorpe, Chris Kubiak and Keir Thorpe","year":2004,"lang":"en","type":"article","venue":"Journal of Interactive Media in Education","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Reuse; Repurposing; Class (philosophy); Software versioning; Computer science; Container (type theory); Sociology; CONTEST; World Wide Web; Engineering; Political science; Artificial intelligence; Software; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0003244755,0.0001596577,0.0002236326,0.0002155296,0.0002067208,0.0003955054,0.0001146841,0.00004360608,0.00005359566],"category_scores_gemma":[0.0004488451,0.0001366895,0.0000304916,0.00003092581,0.0001682787,0.001108604,0.00005096799,0.0003452256,4.459376e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691519,"about_ca_system_score_gemma":0.00005392722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002786793,"about_ca_topic_score_gemma":0.0003681165,"domain_scores_codex":[0.9991097,0.00005437317,0.000357111,0.0001687111,0.0001559867,0.0001540972],"domain_scores_gemma":[0.9988647,0.0003241687,0.0003116904,0.0001010265,0.0002828563,0.0001156122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002496599,0.001832029,0.006394619,0.0002416457,0.0002478542,0.00002928323,0.6395457,0.00000576319,0.003196393,0.005448392,0.2497168,0.09084489],"study_design_scores_gemma":[0.002500817,0.00184402,0.004064003,0.003230254,0.0001086286,0.00009081175,0.2076658,0.00001808617,0.002173888,0.005386305,0.7724193,0.0004980895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906147,0.003507325,0.00001104916,0.00362371,0.0008661036,0.0001936509,0.00009898174,0.000005548283,0.001078903],"genre_scores_gemma":[0.9948866,0.0007225707,0.0008572682,0.00234626,0.0006806565,0.000008104025,0.00009639134,0.00002548801,0.000376665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5227025,"threshold_uncertainty_score":0.5574036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366460016516916,"score_gpt":0.2627361542687636,"score_spread":0.2390715541035944,"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."}}