{"id":"W2099323241","doi":"10.1145/1518701.1518799","title":"The people-prototype problem","year":2009,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03046154,0.001394818,0.002499302,0.002041764,0.004819897,0.005523403,0.005599693,0.01249857,0.03177937],"category_scores_gemma":[0.2163713,0.001859898,0.002060697,0.002442435,0.01354803,0.02153503,0.008129806,0.007133975,0.005074961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003207657,"about_ca_system_score_gemma":0.002902057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005109413,"about_ca_topic_score_gemma":0.00285662,"domain_scores_codex":[0.9450394,0.03195454,0.003033095,0.008504367,0.009573223,0.001895405],"domain_scores_gemma":[0.7414324,0.2252038,0.005998312,0.01731545,0.007318905,0.002731145],"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":[0.001203095,0.0004934347,0.008514388,0.002126532,0.0001978661,0.003924696,0.01598458,0.005682582,0.001891805,0.6666225,0.06510718,0.2282513],"study_design_scores_gemma":[0.0005635821,0.0003532509,0.00253232,0.0004975034,0.0001219249,0.007264639,0.01058258,0.02459282,0.002441995,0.7646676,0.1862019,0.0001798693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1018004,0.005805449,0.594833,0.1054486,0.003291075,0.002333568,0.001335179,0.002443064,0.1827095],"genre_scores_gemma":[0.6411954,0.002521836,0.2949944,0.01647107,0.001338178,0.0038108,0.001096964,0.0008597247,0.03771166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03177937,"threshold_uncertainty_score":0.1610979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047316910122796,"score_gpt":0.2630065001741708,"score_spread":0.2525333310729428,"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."}}