{"id":"W4391706671","doi":"10.51644/9781554581108-002","title":"Biographical Note","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"History; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004506172,0.0005045415,0.0005823802,0.0018779,0.002839828,0.002431825,0.0009166814,0.001482335,0.2328632],"category_scores_gemma":[0.00391088,0.0001764458,0.0002490378,0.002109839,0.0006865852,0.001646846,0.001416907,0.002678526,0.1328836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977967,"about_ca_system_score_gemma":0.00191316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008750205,"about_ca_topic_score_gemma":0.01292755,"domain_scores_codex":[0.9995975,0.00006272954,0.00002484865,0.00009626712,0.0001765348,0.00004209796],"domain_scores_gemma":[0.9988523,0.0003273161,0.00005514744,0.0001107144,0.0005389577,0.0001156194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006864282,0.000006301422,0.00003532336,0.00007336802,5.344177e-7,0.00006188539,0.000296306,0.00000861649,0.00007851971,0.004640862,0.9750388,0.01975266],"study_design_scores_gemma":[3.540449e-7,0.000001098306,0.0000566525,0.00004337811,2.683752e-7,0.00003818843,0.00008141995,0.00000297913,0.00001755061,0.000215376,0.999542,8.128379e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009320066,0.01901735,0.0009106993,0.03000304,0.06205179,0.0002089228,0.003380132,0.000230971,0.883265],"genre_scores_gemma":[0.005311144,0.005531328,0.0003510281,0.009917712,0.005392935,0.0001686153,0.00107315,0.0001433858,0.9721107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7671368,"threshold_uncertainty_score":0.7790052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03934129778913366,"score_gpt":0.3079817681548667,"score_spread":0.2686404703657331,"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."}}