{"id":"W3091627933","doi":"10.1177/1094428120959827","title":"Multilevel Methods and Statistics: The Next Frontier","year":2020,"lang":"en","type":"article","venue":"Organizational Research Methods","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Multilevel model; Frontier; Extant taxon; Data science; Field (mathematics); Management science; Sociology; Computer science; Statistics; Political science; Mathematics; Engineering","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":[0.1128707,0.001451342,0.005091263,0.009721156,0.002661564,0.0113604,0.00483104,0.004400368,0.008771327],"category_scores_gemma":[0.2316521,0.001313397,0.002844662,0.01684923,0.01261032,0.01171192,0.007754668,0.01480666,0.002733855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005609079,"about_ca_system_score_gemma":0.01008255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005868612,"about_ca_topic_score_gemma":0.00647567,"domain_scores_codex":[0.8318201,0.1438268,0.004890614,0.00498078,0.01337696,0.001104681],"domain_scores_gemma":[0.5840127,0.367667,0.007775671,0.02483078,0.01330953,0.00240434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005264882,0.00006918181,0.002711365,0.002991255,0.0008004102,0.0001048166,0.002219461,0.001872447,0.0002036893,0.7451901,0.03727894,0.2065056],"study_design_scores_gemma":[0.00003036933,0.00008360807,0.001689586,0.00312215,0.0001416593,0.0001106535,0.001050352,0.006771793,0.0001838935,0.8741754,0.1125484,0.00009213348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001917397,0.1061264,0.8090131,0.06603775,0.003523153,0.0003941564,0.001007373,0.0009060684,0.01107456],"genre_scores_gemma":[0.0604101,0.05983878,0.8578899,0.008797316,0.007790483,0.001990742,0.0006739741,0.0008129199,0.001795823],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1128707,"threshold_uncertainty_score":0.5969243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3916304005617204,"score_gpt":0.5970838665802568,"score_spread":0.2054534660185364,"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."}}