{"id":"W1995335719","doi":"10.1101/pdb.prot5095","title":"Isolation of <i>Amphimedon</i> Developmental Material","year":2008,"lang":"en","type":"article","venue":"Cold Spring Harbor Protocols","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Isolation (microbiology); Biology; Evolutionary biology; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003436731,0.0005613244,0.000349366,0.0008016545,0.0007116459,0.0005212829,0.0006887807,0.0003347375,0.01246378],"category_scores_gemma":[0.0003663094,0.000343327,0.0003586368,0.0004654213,0.000360013,0.0003004376,0.0005093077,0.0008274299,0.01000371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947446,"about_ca_system_score_gemma":0.0004081783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009537289,"about_ca_topic_score_gemma":0.002616831,"domain_scores_codex":[0.999797,0.00002060476,0.00003248234,0.00006397595,0.00005141558,0.00003453795],"domain_scores_gemma":[0.999698,0.00005423478,0.00004186609,0.00008468384,0.00006933586,0.00005190956],"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":[0.0001372025,0.00002697385,0.0006028389,0.0001282205,0.000006471089,0.0003241136,0.00003586336,0.00003670278,0.992407,0.0005170464,0.001025621,0.004751923],"study_design_scores_gemma":[0.0001505458,0.0007135706,0.06843435,0.0003195348,0.0001017005,0.004070183,0.0001974924,0.0006716654,0.6663525,0.0008474159,0.2580737,0.00006741543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6069245,0.008367054,0.1339946,0.001108507,0.0008872293,0.00508245,0.1232571,0.00345054,0.1169279],"genre_scores_gemma":[0.5135494,0.005659984,0.1318113,0.001211358,0.0004131988,0.003962064,0.2628343,0.001360137,0.07919828],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01246378,"threshold_uncertainty_score":0.04169548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579070469492137,"score_gpt":0.2472649719086674,"score_spread":0.2314742672137461,"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."}}