{"id":"W7079497007","doi":"10.5281/zenodo.17032906","title":"Dolichogenidea coleophorae","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Western europe; Period (music); East Asia; Far East","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":[0.00009314851,0.001192963,0.0004389148,0.002396469,0.001571079,0.0006002305,0.0004104895,0.0003005731,0.02627794],"category_scores_gemma":[0.0003152511,0.0002258447,0.0002257848,0.001380278,0.000402485,0.0008362337,0.0008823205,0.0005995121,0.007301599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008974412,"about_ca_system_score_gemma":0.000580765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01568821,"about_ca_topic_score_gemma":0.02016782,"domain_scores_codex":[0.9998416,0.0000143482,0.00001603276,0.00004375208,0.00004439885,0.00003973894],"domain_scores_gemma":[0.9998971,0.000009809953,0.00002613317,0.000008590284,0.00003547667,0.00002288689],"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":[0.0005711658,0.0001338731,0.04277845,0.001276702,0.00008466499,0.0006451054,0.001021647,0.0005635759,0.03154244,0.004894406,0.03030914,0.8861789],"study_design_scores_gemma":[0.00008627077,0.0001656946,0.3590322,0.0002612707,0.00007043834,0.002861272,0.000937779,0.0004572197,0.002149648,0.001360024,0.6325843,0.00003397501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3098133,0.03692815,0.008503422,0.000806073,0.0005038382,0.001211383,0.01619146,0.002470494,0.6235719],"genre_scores_gemma":[0.847663,0.01665769,0.008511047,0.0006524,0.0002562817,0.0003947824,0.009001881,0.0001757236,0.1166872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02627794,"threshold_uncertainty_score":0.08790845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934520197247685,"score_gpt":0.2279854404918589,"score_spread":0.1986402385193821,"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."}}