{"id":"W1678266201","doi":"10.4161/19420862.2014.971627","title":"Antibody engineering and therapeutics conference","year":2014,"lang":"en","type":"article","venue":"mAbs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Simon Fraser University","funders":"","keywords":"Context (archaeology); Library science; Engineering ethics; Management; Political science; Environmental ethics; Engineering; History; Computer science; Philosophy","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":[0.00008292393,0.00005975549,0.0001037109,0.00003319923,0.00002924425,0.00001504108,0.00003291212,0.00002984114,0.00009226991],"category_scores_gemma":[0.00001990682,0.0000441411,0.00001940741,0.00004021007,0.00003589489,0.00001764378,0.00003160561,0.0001019738,0.00004255454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000426219,"about_ca_system_score_gemma":0.00001155372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000211575,"about_ca_topic_score_gemma":0.00000125847,"domain_scores_codex":[0.9995773,0.000008924679,0.00006429282,0.00009395148,0.0001194958,0.0001360218],"domain_scores_gemma":[0.9997448,0.00004596983,0.000008416772,0.00008638694,0.00003877774,0.00007559193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002156629,0.00009467568,0.1147323,0.0005480205,0.000125449,0.0000451784,0.0004749936,0.0000074114,0.7489149,0.04319205,0.0002704713,0.09137891],"study_design_scores_gemma":[0.001014712,0.0004690418,0.3752342,0.0001620133,0.00004201842,0.0001647601,0.00004339001,0.04833454,0.009181093,0.0006210803,0.5645106,0.0002225518],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862576,0.0003305291,0.00168552,0.002715579,0.00005258053,0.0000752233,0.000002025045,0.00003434656,0.008846593],"genre_scores_gemma":[0.9964841,0.0001959296,0.0006652952,0.0004514839,0.0001090053,0.000001769015,0.00001342343,0.000007130369,0.002071853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7397338,"threshold_uncertainty_score":0.1800022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921122167452096,"score_gpt":0.3199802806767383,"score_spread":0.2907690590022173,"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."}}