{"id":"W6893402269","doi":"10.5281/zenodo.15991581","title":"Pyrrhocoris apterus","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Norwegian; Significant difference; Animal species","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":[0.0001317319,0.00007725514,0.00008907223,0.000009550346,0.001339364,0.0001727806,0.0004177518,0.00003903017,0.01261234],"category_scores_gemma":[0.0002369647,0.00003686175,0.00003947739,0.0002677623,0.0001112814,0.00008980803,0.0005356397,0.0001172488,0.006539922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001498162,"about_ca_system_score_gemma":2.476765e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001343984,"about_ca_topic_score_gemma":6.574811e-7,"domain_scores_codex":[0.9992227,0.00009598397,0.0001093512,0.0002381203,0.0001321036,0.0002017322],"domain_scores_gemma":[0.9996312,0.00002094314,0.00003692779,0.00004868252,0.0001379568,0.0001242903],"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":[0.0001014218,0.00007528045,0.00007559107,0.0000167594,0.00004072443,0.000024635,0.001222304,0.000005782585,0.03425268,0.005340649,0.3259016,0.6329426],"study_design_scores_gemma":[0.0001141557,0.0003048811,0.004057311,0.000004053219,0.000004969865,0.00001997698,0.0002833696,0.000038421,0.0005532259,0.0001885078,0.9943395,0.00009158417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.710146,0.0002619243,0.0001598532,0.02221419,0.0001626096,0.000413902,0.0002550616,0.001643273,0.2647432],"genre_scores_gemma":[0.9979226,0.00003911065,0.00004230885,0.001100786,0.000233659,1.399034e-8,0.0004456828,0.00002814312,0.0001876889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.668438,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05115064281463318,"score_gpt":0.2228635318622112,"score_spread":0.171712889047578,"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."}}