{"id":"W7103343520","doi":"","title":"ABSTRACTS OF PAPERS Presented at the 16th International Pectinid Workshop Halifax, Nova Scotia, Canada May 11â18, 2007","year":2007,"lang":"","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scallop; Nova (rocket); Nova scotia","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005886318,0.0006597812,0.0004932788,0.001123382,0.001479278,0.001649592,0.0006959179,0.0005408393,0.3980198],"category_scores_gemma":[0.0009868278,0.0001781756,0.000307045,0.001094203,0.0003526554,0.0004985073,0.000775483,0.000608195,0.07512934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006199938,"about_ca_system_score_gemma":0.006306808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2719859,"about_ca_topic_score_gemma":0.5598715,"domain_scores_codex":[0.9996557,0.00001914332,0.00001160868,0.00004707326,0.0002023917,0.00006416609],"domain_scores_gemma":[0.998541,0.00005961399,0.00003143505,0.00003974998,0.001059416,0.0002688365],"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":[0.00008373782,0.0000156575,0.000551348,0.0001316586,0.000007556238,0.00005841952,0.00006812701,0.00009891223,0.0005702086,0.0003609324,0.9503139,0.0477396],"study_design_scores_gemma":[0.000008343946,0.00002000301,0.00416852,0.0001588299,0.000005173819,0.00002566234,0.0001836117,0.00004086624,0.000202208,0.0001143605,0.9950668,0.00000561633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01300329,0.08251728,0.002181683,0.02125427,0.09813978,0.0006239951,0.02256856,0.0004059518,0.7593052],"genre_scores_gemma":[0.006280307,0.008042466,0.0003530627,0.0003989538,0.00108037,0.00003314815,0.003112024,0.00007037119,0.9806293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7280141,"threshold_uncertainty_score":0.8586517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156076914036339,"score_gpt":0.2415362599970839,"score_spread":0.2299754908567205,"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."}}