{"id":"W6969170811","doi":"10.5281/zenodo.5410983","title":"Dinocampus coccinellae","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Product (mathematics); Context (archaeology); Natural (archaeology)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001459031,0.00006881734,0.00007490143,0.000105875,0.00350643,0.0006336764,0.0006692539,0.0000632639,0.02890426],"category_scores_gemma":[0.003262908,0.00007110956,0.00003250713,0.0004105891,0.0002590291,0.0002254578,0.0002214394,0.0002695806,0.005768671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005910827,"about_ca_system_score_gemma":0.00001245479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232419,"about_ca_topic_score_gemma":0.000005323683,"domain_scores_codex":[0.9986857,0.0003621135,0.0001241365,0.0002068172,0.0003149715,0.0003062536],"domain_scores_gemma":[0.9989045,0.00006412635,0.0000586136,0.0002395392,0.0004678744,0.0002653494],"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":[0.00002353054,0.0001904181,0.00005989994,0.00001556051,0.00002122145,0.0000038247,0.01276646,0.000003183531,0.01971805,0.2992435,0.3595576,0.3083968],"study_design_scores_gemma":[0.0001201595,0.00004166652,0.002306792,0.000004807164,0.000003897781,0.00001190869,0.001295847,0.0000103191,0.0002080283,0.002707292,0.9931989,0.0000904008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1382459,0.00003185498,0.00118111,0.006336703,0.0007004903,0.0002949545,0.00004089911,0.0005875477,0.8525805],"genre_scores_gemma":[0.9912277,0.00006109708,0.002530778,0.0003569851,0.0008402106,1.80485e-8,0.0001799053,0.0005262461,0.00427708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8529818,"threshold_uncertainty_score":0.9977909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06207244092104602,"score_gpt":0.3478429160041504,"score_spread":0.2857704750831044,"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."}}