{"id":"W1429859187","doi":"","title":"Talking To A Young Man With Purple Hair","year":2009,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001226817,0.0002856696,0.0005114528,0.0002119693,0.0002289956,0.000007546525,0.0001433584,0.0000823075,0.0006028085],"category_scores_gemma":[0.00004309383,0.0002234939,0.0001292641,0.0003157847,0.0000815028,0.00006909983,0.00007284962,0.0001993789,0.0007070654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787346,"about_ca_system_score_gemma":0.00008797789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005456706,"about_ca_topic_score_gemma":0.00003039999,"domain_scores_codex":[0.9981349,0.00002970756,0.000341844,0.0004742266,0.0004917253,0.0005276318],"domain_scores_gemma":[0.9987776,0.00001105848,0.00008791484,0.0004699507,0.000141111,0.0005123502],"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":[0.0006566862,0.0004328232,0.2413644,0.0001041523,0.0003684443,0.001685295,0.002600192,0.000007273202,0.002337361,0.0004005556,0.7473434,0.002699397],"study_design_scores_gemma":[0.00370462,0.002202895,0.3362828,0.0002362659,0.0004548765,0.0004520632,0.001356167,0.0000731883,0.002512712,0.00004360352,0.6520927,0.0005881107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021143,0.002050616,0.001364028,0.0163763,0.002073841,0.001186768,0.00001059554,0.0003280541,0.07449547],"genre_scores_gemma":[0.9503654,0.0001381837,0.0008062723,0.03851603,0.0002605307,0.00004636842,0.00003814825,0.00002905082,0.009799993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0952507,"threshold_uncertainty_score":0.9113815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359631068417345,"score_gpt":0.2526112793400376,"score_spread":0.2390149686558642,"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."}}