{"id":"W65152138","doi":"","title":"Emergence in Nascent Online Communities: An Affordance Perspective","year":2013,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materiality (auditing); Affordance; Online community; Perspective (graphical); Extant taxon; Sociology; Aesthetics; Computer science; World Wide Web; Human–computer interaction; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002944773,0.0001631951,0.0001582809,0.0004974161,0.00010663,0.0008933753,0.001665796,0.0000662694,0.0003128822],"category_scores_gemma":[0.0000612567,0.0001601284,0.00003200492,0.0004816606,0.00005062724,0.007177908,0.0001727545,0.0002626008,0.0007788903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414206,"about_ca_system_score_gemma":0.0001375823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005158426,"about_ca_topic_score_gemma":0.0002808394,"domain_scores_codex":[0.9982392,0.0000971331,0.0006744349,0.0001573755,0.0006194487,0.000212464],"domain_scores_gemma":[0.9971419,0.0000632959,0.0003131391,0.0005427804,0.001863663,0.00007521776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004585807,0.0001071236,0.001478952,0.000007889725,0.00001336327,6.684817e-7,0.01537956,0.001889273,0.00002518991,0.9760277,0.0006820571,0.004383598],"study_design_scores_gemma":[0.0006039099,0.0001560731,0.01422108,0.0002513627,0.000001165414,0.0000223234,0.09131325,0.880688,0.00003921232,0.005598553,0.006697652,0.0004074255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2878444,0.00002351853,0.5374141,0.008265985,0.004611687,0.001882705,0.0001649789,0.0006403892,0.1591523],"genre_scores_gemma":[0.9954793,0.00001421496,0.003253621,0.0006865674,0.000059466,0.0001930965,0.0001157339,0.000005488151,0.000192467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9704292,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315328496861056,"score_gpt":0.3197973759999844,"score_spread":0.2666440910313739,"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."}}