{"id":"W3172646664","doi":"10.2139/ssrn.3303546","title":"Leadership and Contribution Behavior in Online Communities","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Political science; Sociology; Public relations","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":[0.003722913,0.0002226521,0.0003223345,0.00140254,0.001919553,0.002651403,0.0005526143,0.001046143,0.007107995],"category_scores_gemma":[0.03152156,0.0002400157,0.0003207411,0.0007241674,0.0007526345,0.001287326,0.001455908,0.001650804,0.001032127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007139311,"about_ca_system_score_gemma":0.001112197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006377506,"about_ca_topic_score_gemma":0.01100147,"domain_scores_codex":[0.9977317,0.001149499,0.00009689861,0.0002322447,0.0003813383,0.000408239],"domain_scores_gemma":[0.9559711,0.01945312,0.007536639,0.001404833,0.003127313,0.01250702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001008517,0.004683791,0.9606078,0.00003667069,0.00009304456,0.0001762215,0.01032627,0.0003186149,0.000939552,0.001002696,0.0006338629,0.02017313],"study_design_scores_gemma":[0.00008225191,0.0006091903,0.9771991,0.00003385597,0.00004882428,0.000159279,0.01686761,0.001825985,0.0002818626,0.0017928,0.001072907,0.00002644083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971864,0.00003876743,0.00008460596,0.0001454907,0.00001176014,0.00001132086,0.00001853703,0.000005020949,0.002497985],"genre_scores_gemma":[0.9983464,0.00002535552,0.00008271759,0.00003335327,0.000009474547,0.0000138461,0.0000388088,0.000004133979,0.001445837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007107995,"threshold_uncertainty_score":0.02377862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172476115095559,"score_gpt":0.3526373273628955,"score_spread":0.31091256621194,"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."}}