{"id":"W7098527765","doi":"","title":"ASAC Conference, 2008 Halifax, Nova Scotia","year":2014,"lang":"en","type":"article","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Strategic planning; Set (abstract data type); Strategic management; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008789717,0.0006927004,0.0003826624,0.0007469808,0.002293976,0.003180941,0.0008835357,0.001440345,0.2888837],"category_scores_gemma":[0.0008497771,0.0003120283,0.0003158633,0.0006131127,0.0005396483,0.0007956506,0.001230131,0.001120784,0.1146738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006741652,"about_ca_system_score_gemma":0.008202475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3687946,"about_ca_topic_score_gemma":0.7507824,"domain_scores_codex":[0.999561,0.00003266897,0.00001456836,0.00005813031,0.0002134109,0.0001202692],"domain_scores_gemma":[0.9988285,0.00004407758,0.00002475189,0.00004310019,0.0007838155,0.0002757846],"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":[0.0001439366,0.00002543297,0.001064632,0.00008669341,0.000007437445,0.0001582098,0.0001051019,0.0002475643,0.001177641,0.001569216,0.9426885,0.05272565],"study_design_scores_gemma":[0.000006770534,0.00001444094,0.00362556,0.00008978285,0.000003482341,0.00003816648,0.0001982731,0.0001489296,0.0001871546,0.0001785889,0.9955018,0.000007082444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01944758,0.02437538,0.003600617,0.03777589,0.02695481,0.0002626605,0.01071454,0.001118278,0.8757502],"genre_scores_gemma":[0.009786904,0.002340355,0.0007690951,0.0005782936,0.0003939341,0.00002787285,0.002016861,0.0001343482,0.9839525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6312053,"threshold_uncertainty_score":0.9664123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04678361401648787,"score_gpt":0.2257987838591449,"score_spread":0.179015169842657,"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."}}