{"id":"W6930583400","doi":"10.5281/zenodo.13800496","title":"Ozyptila praticola","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Window (computing); Time line; Data source","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":[0.0001896751,0.0007825125,0.0004538656,0.001329473,0.001291405,0.0006898479,0.000671178,0.0004217906,0.04717226],"category_scores_gemma":[0.0004896933,0.0003461529,0.0002404069,0.0009147789,0.0005968988,0.001617863,0.001738806,0.0009742281,0.01885333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747656,"about_ca_system_score_gemma":0.000595348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004007645,"about_ca_topic_score_gemma":0.01088302,"domain_scores_codex":[0.9998067,0.00002310465,0.00002228713,0.00006526298,0.00005400829,0.00002871386],"domain_scores_gemma":[0.9998449,0.00002100961,0.00004874932,0.00002629836,0.00003710842,0.00002196489],"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":[0.0004004902,0.0001010244,0.01556037,0.001650627,0.000040698,0.002334578,0.002671908,0.0002960051,0.03183118,0.007915114,0.07301086,0.8641871],"study_design_scores_gemma":[0.00005099554,0.000309611,0.08284654,0.0004266107,0.00005966858,0.004735424,0.001299712,0.0003458063,0.002624197,0.001417698,0.9058469,0.00003675419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2027207,0.01678122,0.01032801,0.003575728,0.001580425,0.001472679,0.01149706,0.002592285,0.7494519],"genre_scores_gemma":[0.7502531,0.01312865,0.02326781,0.001691185,0.0007945143,0.000656356,0.008195235,0.0002526832,0.2017604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04717226,"threshold_uncertainty_score":0.1578069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248119311099472,"score_gpt":0.2546752280114928,"score_spread":0.2321940349004981,"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."}}