{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000147985,0.0001602511,0.0001620675,0.00006759033,0.0008893838,0.0004536409,0.0005542976,0.00005318561,0.00003957989],"category_scores_gemma":[0.00005567975,0.0001060533,0.00008886591,0.00005600395,0.0003192196,0.0003790017,0.0002770016,0.000273435,0.00000230994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006774761,"about_ca_system_score_gemma":0.000006671386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001161373,"about_ca_topic_score_gemma":0.000004563096,"domain_scores_codex":[0.9991525,0.00001405752,0.0002215411,0.000230049,0.0002172244,0.0001645765],"domain_scores_gemma":[0.9993548,0.0001166595,0.0002997092,0.00009864759,0.0001087973,0.00002133668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002917208,0.000132623,0.0007303139,0.0002737908,0.0002092649,6.653418e-7,0.2319776,0.00000968077,0.006584527,0.287653,0.4349354,0.03720146],"study_design_scores_gemma":[0.001947577,0.001783946,0.001406387,0.0008518178,0.0003904478,0.00003526744,0.5527351,0.02187684,0.010895,0.1561943,0.2503607,0.001522624],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254916,0.000205737,0.0008096744,0.0530529,0.00167082,0.0007043013,0.00002130486,0.0006485672,0.01739503],"genre_scores_gemma":[0.9978842,0.00002714522,0.00003072295,0.0006140408,0.001160692,0.00001664106,0.000004158583,0.00001775093,0.0002446081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3207575,"threshold_uncertainty_score":0.6840512,"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."}}