{"id":"W3209488704","doi":"","title":"Social Network Research Project using Collaborative Data Collection","year":2013,"lang":"en","type":"article","venue":"TRAILS: Teaching Resources and Innovations Library for Sociology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Disk formatting; Computer science; Sample (material); Resource (disambiguation); Survey data collection; Data collection; Set (abstract data type); Survey methodology; Survey research; World Wide Web; Mathematics education; Data science; Psychology; Sociology; Applied psychology","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":[0.04728166,0.0009052111,0.0009299531,0.006878547,0.003645471,0.004768729,0.002054942,0.001165494,0.009452679],"category_scores_gemma":[0.06809341,0.0008992318,0.0009034158,0.00730388,0.001869825,0.004728789,0.007446342,0.0018324,0.00397991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002698181,"about_ca_system_score_gemma":0.01046457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004485026,"about_ca_topic_score_gemma":0.005212601,"domain_scores_codex":[0.94811,0.03558942,0.002240171,0.004416073,0.008341139,0.001303273],"domain_scores_gemma":[0.9176224,0.03423687,0.003221461,0.02001334,0.01842408,0.006481749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008039641,0.004509346,0.03757703,0.00116679,0.0003220682,0.0005349208,0.03960069,0.004200822,0.004708984,0.04521804,0.1604101,0.7009472],"study_design_scores_gemma":[0.001231854,0.003721072,0.05464564,0.00111555,0.0003102196,0.0009339841,0.06213111,0.05753924,0.01662511,0.0572972,0.74418,0.0002690312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1999008,0.0003089035,0.6268226,0.005243617,0.001173421,0.05312617,0.03669287,0.008425215,0.06830643],"genre_scores_gemma":[0.2009015,0.0003311492,0.713076,0.0005730925,0.0002178729,0.04766738,0.01769202,0.0008954143,0.01864559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04728166,"threshold_uncertainty_score":0.2500523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1764077593033153,"score_gpt":0.4474114270384335,"score_spread":0.2710036677351182,"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."}}