{"id":"W4309618149","doi":"10.1145/3555126","title":"Commoning for Fun and Profit: Experimental Publishing on the Decentralized Web","year":2022,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Commons; The Internet; Digital ecosystem; World Wide Web; Distrust; Public relations; Framing (construction); Knowledge management; Publishing; Sociology; Political science; Business; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00114071,0.00008264917,0.00009714611,0.0000705242,0.002207698,0.0005713927,0.0006268934,0.00002258255,0.0001064192],"category_scores_gemma":[0.0002129822,0.00005582705,0.00006733219,0.0001255845,0.00005707785,0.001054057,0.0003304738,0.0001675113,0.000001108604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081087,"about_ca_system_score_gemma":0.00001662701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012375,"about_ca_topic_score_gemma":0.000009469207,"domain_scores_codex":[0.9990282,0.00004907036,0.0002665097,0.0001234606,0.0003737765,0.0001589824],"domain_scores_gemma":[0.9991159,0.0002096373,0.0004077441,0.0001124083,0.0001310696,0.00002327076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002762338,0.00006657164,0.001205691,0.00003933955,0.00004695662,3.212983e-8,0.1041913,0.00003068793,0.006681205,0.8283954,0.05390247,0.005164111],"study_design_scores_gemma":[0.003081281,0.001480051,0.002160037,0.0003233224,0.00004696156,0.00001268308,0.5052114,0.005790603,0.06844579,0.02150139,0.3914304,0.0005160241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852831,0.000007670295,0.00002801977,0.007041291,0.0009996613,0.0008463324,0.000009280481,0.00003499287,0.005749685],"genre_scores_gemma":[0.9983487,0.000001644209,0.0001951376,0.0008636129,0.0002329329,0.0001952966,0.00000533058,0.000007866806,0.0001494784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8068941,"threshold_uncertainty_score":0.9990913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148633449272216,"score_gpt":0.38792667380344,"score_spread":0.2730633288762184,"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."}}