{"id":"W6950179306","doi":"10.5281/zenodo.6003021","title":"Lasioglossum (Dialictus) cressonii","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Table (database); Qualitative analysis","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":[0.0001689307,0.0004608336,0.0001374427,0.001292834,0.0007120408,0.0002226033,0.0003867801,0.0001618151,0.007608119],"category_scores_gemma":[0.0002823604,0.0000945759,0.0000682369,0.001054432,0.0004668647,0.0002878873,0.0005647956,0.0001958397,0.001729844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009364728,"about_ca_system_score_gemma":0.0004245518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06214298,"about_ca_topic_score_gemma":0.1528089,"domain_scores_codex":[0.9999242,0.000008811133,0.000005930489,0.0000280451,0.00001590422,0.00001718039],"domain_scores_gemma":[0.9997956,0.00003011932,0.00008732646,0.00001192717,0.00004512658,0.00002980723],"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":[0.001159561,0.0001019428,0.2963466,0.0008741104,0.0000684858,0.002755224,0.002510777,0.0007824707,0.04047588,0.004485737,0.02437813,0.6260611],"study_design_scores_gemma":[0.0001374727,0.0002845757,0.7253982,0.0003110713,0.00009509251,0.002271262,0.00220768,0.0005185677,0.002680039,0.0006396596,0.2654229,0.00003354141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8618538,0.009465918,0.003065025,0.0005876533,0.0002161462,0.0001728592,0.005640715,0.0004220222,0.1185757],"genre_scores_gemma":[0.9801625,0.001789314,0.001483403,0.000241596,0.00003824037,0.0000873912,0.002568898,0.00001646956,0.01361222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06214298,"threshold_uncertainty_score":0.1235625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04772950375772735,"score_gpt":0.2561673663393296,"score_spread":0.2084378625816022,"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."}}