{"id":"W2613266707","doi":"","title":"The contextual name generator : a good tool for the study of sociability and socialization","year":2007,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Socialization; Generator (circuit theory); Diversity (politics); Sociology; Psychology; Computer science; Social psychology; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01197912,0.0008828031,0.0009537293,0.006912212,0.002114953,0.004919083,0.001566482,0.001612962,0.01567967],"category_scores_gemma":[0.02651722,0.0005620772,0.0008045323,0.007239762,0.008497865,0.01003537,0.004791314,0.002172841,0.001878859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232634,"about_ca_system_score_gemma":0.00213007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282267,"about_ca_topic_score_gemma":0.003728658,"domain_scores_codex":[0.9872258,0.01032955,0.0004417646,0.0008616481,0.0009551402,0.0001860222],"domain_scores_gemma":[0.9668205,0.02545282,0.001373945,0.004510593,0.001126878,0.0007152186],"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":[0.0001491062,0.00005615808,0.003847918,0.0007753368,0.00004915322,0.0002268746,0.04075126,0.0009402023,0.002269964,0.8120027,0.01975953,0.1191719],"study_design_scores_gemma":[0.00009582281,0.0001673032,0.005993203,0.0007510837,0.00004451226,0.0003572025,0.01740287,0.005719507,0.002992664,0.3820191,0.5842831,0.0001735304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01986329,0.001311463,0.9134439,0.006420466,0.0005648584,0.0008878541,0.003703434,0.003683383,0.05012143],"genre_scores_gemma":[0.2743126,0.001280771,0.7001272,0.001676636,0.0003702791,0.006100819,0.002169023,0.002134628,0.01182802],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01567967,"threshold_uncertainty_score":0.06335241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019385512695834,"score_gpt":0.3472887523509119,"score_spread":0.3070948972239536,"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."}}