{"id":"W4307934759","doi":"10.1080/07370008.2022.2129639","title":"Museum Facilitator Practice as Infrastructure Design Work for Public Computing","year":2022,"lang":"en","type":"article","venue":"Cognition and Instruction","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"","keywords":"Facilitator; Experiential learning; Knowledge management; Facilitation; Discipline; Science education; Work (physics); Sociology; Informal learning; Computer science; Engineering ethics; Pedagogy; Psychology; Social psychology; Engineering","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":[0.0004597101,0.0001252083,0.0001088617,0.0003248738,0.000955521,0.0001781278,0.0002105384,0.00007577929,0.0000702786],"category_scores_gemma":[0.0005337773,0.0001420557,0.00003216321,0.0007136595,0.00007882434,0.001374627,0.0001988625,0.0003785159,0.00001255533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367571,"about_ca_system_score_gemma":0.00006817151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002181135,"about_ca_topic_score_gemma":2.867621e-7,"domain_scores_codex":[0.9988037,0.0001875316,0.0002374895,0.0003713211,0.0001988089,0.0002011044],"domain_scores_gemma":[0.9989349,0.0001984036,0.000240549,0.0001719627,0.0004165146,0.000037627],"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":[0.0003012072,0.0001249722,0.0001625051,0.00003748819,0.0001109844,0.0000107338,0.002768598,0.0002922986,0.005264403,0.2569624,0.007690688,0.7262737],"study_design_scores_gemma":[0.007937773,0.003283429,0.005364193,0.00008759765,0.0001194379,0.005748387,0.01961983,0.07544254,0.02012406,0.2548686,0.6057281,0.001676135],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.109639,0.00002981579,0.8838996,0.003055049,0.001595694,0.0004979041,0.000007820683,0.0003417952,0.0009332463],"genre_scores_gemma":[0.921858,0.000004904206,0.07661179,0.001244979,0.00008017706,0.0001146271,0.00003521486,0.000009412434,0.00004097794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8122189,"threshold_uncertainty_score":0.7349191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373514202880583,"score_gpt":0.2823241099100166,"score_spread":0.2449726896219583,"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."}}