{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03237286,0.001024457,0.0006007599,0.002972386,0.01524874,0.01260896,0.003208488,0.003300539,0.01107106],"category_scores_gemma":[0.03404623,0.0009108733,0.0009835562,0.001052737,0.0249945,0.01003541,0.01812394,0.003300814,0.001022262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005589782,"about_ca_system_score_gemma":0.009831095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480712,"about_ca_topic_score_gemma":0.004506234,"domain_scores_codex":[0.9679286,0.02554327,0.0006350458,0.002005863,0.001826488,0.002060654],"domain_scores_gemma":[0.9621762,0.0238845,0.002288179,0.005933767,0.001720836,0.003996497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001127368,0.0002706694,0.00997717,0.0005835109,0.00006149262,0.00157569,0.7855433,0.0009873265,0.003057298,0.1540805,0.003147317,0.04060295],"study_design_scores_gemma":[0.0001190081,0.0005721813,0.00558914,0.001240445,0.00009311923,0.001658563,0.6028847,0.002704505,0.003498913,0.06582294,0.3156858,0.0001308052],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6349894,0.002514903,0.2004288,0.01254216,0.0005218666,0.0009886746,0.00006144909,0.001005433,0.1469474],"genre_scores_gemma":[0.976239,0.0002370158,0.01559276,0.0002661537,0.00003342005,0.0003516589,0.00001788805,0.0001188358,0.007143341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03237286,"threshold_uncertainty_score":0.1712061,"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."}}