{"id":"W4403004281","doi":"10.1145/3679318.3685401","title":"Who is holding the pen? Annotating collaborative processes","year":2024,"lang":"en","type":"article","venue":"Nordic Conference on Human-Computer Interaction","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Human–computer interaction; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01447986,0.0008679889,0.0005248206,0.004197412,0.003390347,0.008027187,0.001619181,0.002224677,0.008316077],"category_scores_gemma":[0.06453929,0.0005639596,0.0006708538,0.004031419,0.005084485,0.01324333,0.007034971,0.001762879,0.001406696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020431,"about_ca_system_score_gemma":0.002071997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861041,"about_ca_topic_score_gemma":0.00695155,"domain_scores_codex":[0.9875203,0.008569195,0.0006620931,0.001447152,0.001411029,0.0003902017],"domain_scores_gemma":[0.9280421,0.05802562,0.002651327,0.007005435,0.003331946,0.0009435387],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006871008,0.00006510153,0.01482309,0.001757127,0.00005940215,0.002096104,0.5508891,0.006238598,0.0146714,0.129257,0.01095475,0.2685013],"study_design_scores_gemma":[0.00006369369,0.0001442397,0.00845579,0.002413566,0.00009529229,0.001593137,0.2473098,0.04582233,0.01784663,0.1140698,0.5619111,0.0002745362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2178875,0.002227327,0.7231724,0.003833069,0.0006028784,0.000603033,0.002202225,0.001713972,0.04775757],"genre_scores_gemma":[0.7232067,0.001372617,0.2609966,0.0002245766,0.00009452075,0.0004438419,0.001210338,0.0005852677,0.0118657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9855201,"threshold_uncertainty_score":0.07657772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08075522286289746,"score_gpt":0.3737577002818551,"score_spread":0.2930024774189577,"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."}}