{"id":"W2065450758","doi":"10.1080/01972243.2011.583819","title":"Critical Making: Conceptual and Material Studies in Technology and Social Life","year":2011,"lang":"en","type":"article","venue":"The Information Society","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":564,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bridge (graph theory); Sociology; Epistemology; Computer science; Making-of; Knowledge management; Mode (computer interface); Management science; Engineering ethics; Management; Human–computer interaction; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01193206,0.001081987,0.000790637,0.003713538,0.008611476,0.01363366,0.002265891,0.003119926,0.007089178],"category_scores_gemma":[0.03546723,0.0004225631,0.0005863536,0.003701806,0.05506091,0.01708548,0.009181926,0.005491511,0.0004657682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004109073,"about_ca_system_score_gemma":0.00282312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009798351,"about_ca_topic_score_gemma":0.0008497576,"domain_scores_codex":[0.9855669,0.0114346,0.0002506662,0.000772555,0.001509331,0.0004658947],"domain_scores_gemma":[0.9539953,0.04125391,0.00107787,0.002152465,0.000740876,0.0007794413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008511951,0.0002286866,0.0006729735,0.0006317262,0.0000197836,0.0002630032,0.2632891,0.0003345741,0.001591465,0.7053487,0.001609644,0.02592525],"study_design_scores_gemma":[0.0001132949,0.000308301,0.001795277,0.001120677,0.00002654041,0.0004997256,0.2577267,0.0006965967,0.003635919,0.5844539,0.1495602,0.00006280687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3877824,0.0180036,0.1366114,0.02383697,0.001640241,0.001340131,0.0001819941,0.0002220434,0.4303813],"genre_scores_gemma":[0.9709966,0.004005644,0.01676269,0.0009763948,0.0002400268,0.0009464215,0.0000506841,0.000104585,0.005916895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9913885,"threshold_uncertainty_score":0.0631035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09959794190236375,"score_gpt":0.3449058961747565,"score_spread":0.2453079542723928,"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."}}