{"id":"W6931186855","doi":"10.5281/zenodo.4913433","title":"Asbestopluma rickettsi Lundsten & Reiswig & Austin 2014, sp. nov.","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods in Epidemiology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University College of the North; University of Victoria; Simon Fraser University; Royal British Columbia Museum","funders":"","keywords":"Holdfast; Sponge; Remotely operated underwater vehicle; Intertidal zone; Stalk","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004033671,0.0002331692,0.000405194,0.0002132732,0.001278224,0.0002512385,0.001202909,0.0001573584,0.01814489],"category_scores_gemma":[0.03561943,0.0002303166,0.00008496018,0.0003963842,0.0003417047,0.0001332025,0.001119266,0.0005123861,0.01455299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514725,"about_ca_system_score_gemma":0.000003849238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646767,"about_ca_topic_score_gemma":3.440316e-7,"domain_scores_codex":[0.9957259,0.002044169,0.0005712539,0.0006160223,0.0004118208,0.000630832],"domain_scores_gemma":[0.996609,0.001353887,0.000244169,0.0009347278,0.0005662233,0.0002919958],"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":[0.00004664884,0.0001260592,0.00001787356,0.0001046163,0.00004120102,0.00001174588,0.0003143539,0.00001023307,0.001141614,0.2995207,0.5633393,0.1353257],"study_design_scores_gemma":[0.0004709583,0.0002607441,0.0008083102,0.00003518422,0.00003979837,0.0001497624,0.00008130815,0.001378916,0.000184091,0.09282478,0.9035017,0.000264433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008036264,0.00005263598,0.6178519,0.001896285,0.0003763837,0.0006157261,0.0001347414,0.001670081,0.369366],"genre_scores_gemma":[0.2877853,0.0001766882,0.685107,0.002604898,0.00205988,5.742924e-7,0.001268719,0.008597285,0.01239967],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3569663,"threshold_uncertainty_score":0.9862143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427236148969014,"score_gpt":0.368549999499281,"score_spread":0.2258263846023795,"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."}}