{"id":"W6949484524","doi":"10.5281/zenodo.4335550","title":"Chionomus puellus Weglarz & Bartlett 2020","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"POLK; Queen (butterfly); State (computer science); New england","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001140441,0.0006713367,0.0002482587,0.002239119,0.002157141,0.0005669711,0.0005446097,0.000579308,0.05175757],"category_scores_gemma":[0.000337126,0.0002396444,0.0002038557,0.001198653,0.0005564905,0.0008257185,0.0008930018,0.000843411,0.02438559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700102,"about_ca_system_score_gemma":0.001264527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2265524,"about_ca_topic_score_gemma":0.3148748,"domain_scores_codex":[0.9998332,0.000006290962,0.000007172831,0.00004472852,0.00007479881,0.00003375037],"domain_scores_gemma":[0.999788,0.00002504416,0.00003015597,0.00001695314,0.00009417842,0.00004576445],"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":[0.0002491058,0.00006505164,0.01204719,0.0003308021,0.00001275741,0.0007605355,0.0004804887,0.0002787993,0.007495726,0.001960618,0.1497029,0.826616],"study_design_scores_gemma":[0.00002788995,0.0001858197,0.1110103,0.0003843495,0.00003335111,0.0011358,0.0009055194,0.0004053739,0.002238572,0.0007141295,0.8829319,0.00002701491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09275764,0.01699989,0.005028699,0.002482583,0.002691616,0.00079728,0.01496531,0.001469255,0.8628077],"genre_scores_gemma":[0.3209548,0.008693893,0.008773411,0.001773131,0.0004578875,0.0003616468,0.01733308,0.0002005367,0.6414515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2265524,"threshold_uncertainty_score":0.4504674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023385243049059,"score_gpt":0.2006050757421416,"score_spread":0.1772198326930826,"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."}}