{"id":"W3093547246","doi":"10.1145/3415170","title":"Understanding the Homepreneurship Opportunities Afforded by Social Networking and Personal Fabrication Technologies","year":2020,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Usability; Plotter; Workflow; Emerging technologies; World Wide Web; Computer science; Business; Internet privacy; Human–computer interaction","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":[0.001309535,0.0003027136,0.0001221273,0.001113623,0.00316278,0.003989577,0.0004147038,0.001204494,0.004224003],"category_scores_gemma":[0.001774712,0.0002314259,0.0001749737,0.0006764547,0.00565133,0.007404928,0.003103493,0.0009921787,0.0002736502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117152,"about_ca_system_score_gemma":0.0009644346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475164,"about_ca_topic_score_gemma":0.0133776,"domain_scores_codex":[0.9989905,0.000581466,0.00001766891,0.00008471079,0.0001167194,0.0002089508],"domain_scores_gemma":[0.9986997,0.0007271537,0.0002131555,0.00007952127,0.00008971326,0.0001907633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007376078,0.0001874096,0.03886219,0.0002571989,0.00001571466,0.002599948,0.6477939,0.0003843991,0.002042685,0.1981116,0.003278032,0.1063932],"study_design_scores_gemma":[0.000009658574,0.0001057901,0.03447364,0.0006217879,0.00001811817,0.002082771,0.7471313,0.001342119,0.000595684,0.03593496,0.1776527,0.0000314026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7940505,0.002042996,0.00598119,0.007233983,0.00005317342,0.00003060409,0.00002960713,0.00002185862,0.1905561],"genre_scores_gemma":[0.9924361,0.001179432,0.001544618,0.0002829617,0.00001440105,0.00002126386,0.000009208837,0.000004940256,0.004507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00475164,"threshold_uncertainty_score":0.01413071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3741614487745971,"score_gpt":0.2987849330879478,"score_spread":0.07537651568664927,"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."}}