{"id":"W2927985652","doi":"","title":"Half a Man","year":2016,"lang":"en","type":"article","venue":"Dalhousie review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.000607737,0.0001763546,0.0004028488,0.00004554531,0.00004341899,0.00001235048,0.0003051935,0.00003479598,0.005193198],"category_scores_gemma":[0.000295819,0.00009757975,0.0001597627,0.000327595,0.00006029092,0.0001467519,0.00008971373,0.00005616284,0.2053744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006407477,"about_ca_system_score_gemma":0.00004294204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001162898,"about_ca_topic_score_gemma":0.00001819636,"domain_scores_codex":[0.9986311,0.0001411661,0.0003184428,0.0002983265,0.0002647016,0.0003462404],"domain_scores_gemma":[0.9988438,0.00006184068,0.0001298378,0.0007632067,0.00006379451,0.0001375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004020651,0.00005734541,0.0003391604,0.002366069,0.00003453375,0.00004559821,0.00001800771,1.090543e-8,0.003558938,0.002932892,0.4864602,0.5041832],"study_design_scores_gemma":[0.0002018821,0.00001654378,0.0003898583,0.009582023,0.00007392964,0.00005116463,4.453328e-7,3.03131e-7,0.0001529342,0.0001413858,0.9892083,0.0001812448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002333897,0.8683832,0.0002713478,0.01407106,0.0002566932,0.001644733,0.0001448996,0.001153071,0.1117411],"genre_scores_gemma":[0.04284424,0.8912112,0.001977098,0.01592248,0.0006552889,0.0005043965,0.00004442399,0.0006264097,0.04621454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5040019,"threshold_uncertainty_score":0.9957162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028875171850345,"score_gpt":0.2968544910220884,"score_spread":0.266565739303585,"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."}}