{"id":"W4406104502","doi":"10.14512/gaia.33.4.2","title":"12 Questions to Rafael Ziegler","year":2024,"lang":"en","type":"article","venue":"GAIA - Ecological Perspectives for Science and Society","topic":"Emile Durkheim and Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002381665,0.0001146445,0.0001743525,0.00004446756,0.002432169,0.0002793798,0.000334349,0.0001880806,0.0002305658],"category_scores_gemma":[0.001302383,0.00009064778,0.0001690341,0.0005081702,0.003601852,0.0003620104,0.0001097993,0.000193161,0.0000375384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526949,"about_ca_system_score_gemma":0.0006457802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001799699,"about_ca_topic_score_gemma":0.0002103751,"domain_scores_codex":[0.9982291,0.00007085912,0.0001367359,0.0006202862,0.000327216,0.0006158177],"domain_scores_gemma":[0.9987866,0.000498113,0.00001995097,0.0001099778,0.000278075,0.0003072508],"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":[0.000005298539,0.0000930532,0.000526139,0.00001229223,0.00002224001,0.000002274229,0.2118487,0.000008599589,0.001193142,0.7690135,0.01532888,0.001945788],"study_design_scores_gemma":[0.0003348716,0.0006045787,0.07111069,0.00003359288,0.00005274139,0.000004888541,0.4460638,0.001639845,0.00004166451,0.1179206,0.3615688,0.0006239227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8749937,0.00173329,0.002595014,0.03429346,0.001312083,0.001316473,0.00004694344,0.0005720431,0.08313698],"genre_scores_gemma":[0.992214,0.0007225003,0.002387981,0.001278972,0.0004048825,0.0001254591,0.000001084768,0.000006461996,0.002858688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6510929,"threshold_uncertainty_score":0.9991097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421787209247788,"score_gpt":0.3724892406004188,"score_spread":0.3382713685079409,"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."}}