{"id":"W2098677762","doi":"10.15578/squalen.v7i2.19","title":"AN EMERGING MARINE BIOTECHNOLOGY: MARINE DRUG DISCOVERY","year":2013,"lang":"en","type":"article","venue":"SQUALEN Bulletin of Marine and Fisheries Postharvest and Biotechnology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Drug discovery; Trabectedin; Aquaculture; Biotechnology; Drug; Business; Computational biology; Biology; Pharmacology; Medicine; Fishery; Bioinformatics; Fish <Actinopterygii>","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":[0.00183124,0.0007003359,0.001026151,0.002025943,0.0007000046,0.00317768,0.001040816,0.002354366,0.008656028],"category_scores_gemma":[0.001500496,0.0002865955,0.0008664556,0.002040436,0.001794688,0.004840662,0.002712101,0.004119737,0.004020479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764209,"about_ca_system_score_gemma":0.002345382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008425311,"about_ca_topic_score_gemma":0.0009945754,"domain_scores_codex":[0.998736,0.0003097117,0.00005941725,0.0002202059,0.0004917826,0.0001829433],"domain_scores_gemma":[0.998609,0.0003092662,0.0001402914,0.0001104379,0.0004918328,0.0003392352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002078295,0.0003159099,0.001616295,0.004115103,0.0001131278,0.0009600418,0.0002999426,0.00113794,0.03198972,0.1400237,0.09555092,0.7236694],"study_design_scores_gemma":[0.00004151426,0.0004207573,0.0009943633,0.0008746605,0.00004519768,0.001024776,0.0003208063,0.001722427,0.01066724,0.03896433,0.9448763,0.00004763521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01607061,0.7994262,0.03904277,0.06583979,0.008263283,0.0001818889,0.0008629291,0.0006468602,0.06966562],"genre_scores_gemma":[0.1099287,0.7910845,0.03431086,0.02160263,0.004996866,0.0001842776,0.001613423,0.0001252166,0.03615355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008656028,"threshold_uncertainty_score":0.02895731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007105057671371855,"score_gpt":0.2269911032687304,"score_spread":0.2198860455973585,"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."}}