{"id":"W6893664588","doi":"10.5281/zenodo.3788997","title":"Limacodinae Duponchel 1845","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Food Inspection Agency; Royal Alberta Museum; Calgary Laboratory Services; Natural Resources Canada","funders":"","keywords":"Identification (biology); Work (physics); Product (mathematics)","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":[0.00009577973,0.0006601668,0.0003154375,0.001541119,0.001264951,0.0004287932,0.0004887836,0.0006908881,0.0477085],"category_scores_gemma":[0.0004623395,0.0001867557,0.0001590852,0.0006973612,0.000610661,0.0005837281,0.0008937182,0.0003529068,0.01489674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006512192,"about_ca_system_score_gemma":0.0004120666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008893953,"about_ca_topic_score_gemma":0.01273321,"domain_scores_codex":[0.9998596,0.0000227677,0.000009288724,0.00004944864,0.00003422034,0.00002465104],"domain_scores_gemma":[0.9999036,0.00002793902,0.00002238955,0.00001414477,0.00002056857,0.00001132317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004775032,0.0001525459,0.01662513,0.0008070414,0.00005613374,0.002339445,0.001466458,0.001394294,0.06319079,0.01141794,0.02101412,0.8810587],"study_design_scores_gemma":[0.00009877325,0.0002944545,0.1762899,0.0003609681,0.00008147026,0.006010547,0.0007479736,0.0007670144,0.004242458,0.001252809,0.8098195,0.00003413479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2093346,0.004671076,0.007991966,0.0004120844,0.0005320658,0.0004349931,0.002212164,0.001143366,0.7732677],"genre_scores_gemma":[0.8126478,0.002658719,0.003893931,0.000826166,0.000167951,0.0002134177,0.003815432,0.00008935101,0.1756873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0477085,"threshold_uncertainty_score":0.1596009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459964347828244,"score_gpt":0.2393005196571272,"score_spread":0.2247008761788448,"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."}}