{"id":"W7099385885","doi":"","title":"A Manual for Dungeness Crab Surveys in British Columbia","year":2014,"lang":"en","type":"article","venue":"","topic":"Saffron Plant Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Index (typography); Subject matter; Science Citation Index; Technical report","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001662127,0.00004994138,0.0002412643,0.00003787257,0.0000501147,0.00005557373,0.00006201609,0.00004715984,0.0002648654],"category_scores_gemma":[0.000711577,0.00006798862,0.00004038874,0.000100622,0.0000483636,0.00003362838,0.00004793508,0.00007842927,0.00002232403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003791596,"about_ca_system_score_gemma":0.00004478465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0341949,"about_ca_topic_score_gemma":0.6067245,"domain_scores_codex":[0.9990126,0.0001470337,0.0001461851,0.0001990793,0.0001950826,0.0002999435],"domain_scores_gemma":[0.9992904,0.0003801745,0.00001500508,0.0001285008,0.0001055792,0.0000803254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001980263,0.0001179461,0.8965527,0.0001547136,0.00003552933,0.00004533217,0.0000287529,2.832624e-7,0.0003659869,0.00002753389,0.05927438,0.04337707],"study_design_scores_gemma":[0.001870355,0.0002127875,0.9874027,0.00006441624,0.000009190873,0.00004227744,0.00008619297,0.0002715362,0.00009961507,0.000218189,0.009640384,0.00008229459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988308,0.0001442873,0.00343283,0.0008507413,0.00008867223,0.0007322524,0.00004023008,0.000060146,0.006342915],"genre_scores_gemma":[0.9709195,0.00006079221,0.0008897167,0.0003083017,0.0001071014,0.0001366845,0.00004654112,0.00001226117,0.02751911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5725296,"threshold_uncertainty_score":0.9722365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623073723736374,"score_gpt":0.3219810445333568,"score_spread":0.2957503072959931,"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."}}