{"id":"W6969354136","doi":"10.5281/zenodo.5752588","title":"Lycoriella lundstromi","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaise; Seta; Nearctic ecozone; Period (music)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002402331,0.0001124791,0.0001153849,0.0001206533,0.0007862544,0.000565917,0.0005144228,0.00005819614,0.02076229],"category_scores_gemma":[0.0002636523,0.0001281533,0.00005172944,0.0005108073,0.00006348836,0.0001360827,0.0005200286,0.0002714208,0.009362761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112022,"about_ca_system_score_gemma":0.000003411933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000026098,"about_ca_topic_score_gemma":1.207603e-7,"domain_scores_codex":[0.9987769,0.000116134,0.0001576726,0.0002558373,0.0002939215,0.0003995951],"domain_scores_gemma":[0.9990282,0.00002197391,0.00001492937,0.0004051192,0.0003457454,0.0001840335],"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":[0.00002912965,0.0001195311,0.00003766359,0.0001887608,0.0001467118,0.0002218956,0.0008814326,0.001074206,0.137453,0.007203495,0.6447455,0.2078987],"study_design_scores_gemma":[0.0003040375,0.0000443912,0.0004738661,0.00001570808,0.000006283956,0.0001573834,0.0001644061,0.002152347,0.01182245,0.0001235092,0.9845901,0.0001455474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1104334,0.0006642418,0.001653555,0.0005170313,0.0003517229,0.00027731,0.0001687798,0.002854976,0.883079],"genre_scores_gemma":[0.9943185,0.0002440629,0.0003289878,0.00006398836,0.0002078931,2.827501e-8,0.0008122838,0.001294596,0.002729666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8838851,"threshold_uncertainty_score":0.9914086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381680006682571,"score_gpt":0.219006307055243,"score_spread":0.1951895069884173,"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."}}