{"id":"W1582294375","doi":"","title":"What the Swans Know","year":2004,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Black swan theory; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001831614,0.00007888802,0.00008322715,0.0001064517,0.0005801564,0.00007796946,0.0002021741,0.00002961005,0.003589533],"category_scores_gemma":[0.00005721762,0.00005547894,0.0000273887,0.000325685,0.0003108984,0.0001219374,0.00001247316,0.00009115299,0.002609509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000517753,"about_ca_system_score_gemma":0.0003305582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101831,"about_ca_topic_score_gemma":0.1029681,"domain_scores_codex":[0.9992164,0.00003112419,0.00008875009,0.0001715952,0.00007632054,0.0004158162],"domain_scores_gemma":[0.9993549,0.00005286425,0.00001944262,0.0002714907,0.00006516815,0.0002361477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002868765,0.00004565854,0.001780782,0.000004183255,0.0001521291,0.00001457948,0.8018538,0.00002771967,0.00001321939,0.1207333,0.06820847,0.007163261],"study_design_scores_gemma":[0.0001116178,0.00002391451,0.01210291,0.000009075672,0.000004488543,0.00000728834,0.7466694,9.624368e-8,9.855753e-7,0.007524281,0.2334669,0.0000790537],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175178,0.001667407,0.000002923345,0.03923372,0.007228208,0.0001515409,0.000009407937,0.0000312003,0.03415776],"genre_scores_gemma":[0.9606699,0.000248741,0.00001576685,0.01138714,0.0002975541,0.0001914865,0.000001667701,0.000007203298,0.02718051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652585,"threshold_uncertainty_score":0.9981671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06260936456325711,"score_gpt":0.3639930601525771,"score_spread":0.30138369558932,"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."}}