{"id":"W4252080830","doi":"10.15273/pnsis.v42i2.3620","title":"President's Address","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009119218,0.0007245578,0.0007165973,0.001179963,0.002555204,0.002903293,0.0007783934,0.003684037,0.4159565],"category_scores_gemma":[0.002823284,0.0003188241,0.0005427035,0.0007750951,0.000353508,0.0006362021,0.001137375,0.002480246,0.2431137],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004019308,"about_ca_system_score_gemma":0.01176609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1174697,"about_ca_topic_score_gemma":0.3535867,"domain_scores_codex":[0.9988045,0.00004085238,0.00003286816,0.0001231543,0.0006457719,0.0003528686],"domain_scores_gemma":[0.9967818,0.0001437084,0.00009525264,0.00008745184,0.001580156,0.001311543],"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":[0.00005049867,0.00002080817,0.0004046191,0.00003364807,0.000003048098,0.0000713789,0.00001238016,0.00001878376,0.0001333148,0.0004624728,0.9864982,0.01229075],"study_design_scores_gemma":[0.00002186722,0.000025686,0.003867103,0.000053498,0.000005816672,0.00004955013,0.0000473176,0.00003526495,0.00008666663,0.00006557236,0.9957334,0.000008136053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0035258,0.004326731,0.0001702054,0.0566792,0.05734446,0.0004478563,0.006727429,0.0004543388,0.870324],"genre_scores_gemma":[0.001906052,0.0005416825,0.00005742769,0.002702869,0.0008906854,0.00002682687,0.0006484068,0.00003546963,0.9931905],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9959807,"threshold_uncertainty_score":0.8330672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490821487763089,"score_gpt":0.2881316600330682,"score_spread":0.2632234451554373,"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."}}