{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005179205,0.0003927344,0.0004264725,0.002671885,0.004291365,0.005264729,0.001252141,0.001424732,0.004252749],"category_scores_gemma":[0.01596653,0.0004768747,0.0005896886,0.0009283879,0.01367075,0.01367578,0.007827608,0.001629589,0.0002227714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002406696,"about_ca_system_score_gemma":0.001541537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00325631,"about_ca_topic_score_gemma":0.003863839,"domain_scores_codex":[0.9964578,0.00199648,0.0001232859,0.000577834,0.0004502989,0.000394316],"domain_scores_gemma":[0.9876015,0.006682062,0.001995196,0.001332265,0.0007674129,0.001621664],"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":[0.0001866914,0.0003898461,0.0735981,0.0003003127,0.00004224695,0.001597377,0.1876112,0.001558813,0.006794813,0.676205,0.0006131242,0.05110253],"study_design_scores_gemma":[0.00007379223,0.0005686086,0.08215284,0.0003790617,0.00009000151,0.001994325,0.1791324,0.01681107,0.002815301,0.6690726,0.04676281,0.0001471623],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.887162,0.0007620417,0.04500057,0.004186222,0.00005468648,0.0001276041,0.00006292215,0.00008132852,0.06256273],"genre_scores_gemma":[0.9944736,0.0001067445,0.004481785,0.00004704191,0.00001169361,0.00004110749,0.00001519326,0.00001361559,0.0008091133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005264729,"threshold_uncertainty_score":0.0273906,"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."}}