{"id":"W6949151340","doi":"10.5281/zenodo.10985467","title":"Amynthas agrestis","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ridge; Statistical analysis; Plot (graphics); Research article","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":[0.0002152601,0.000691916,0.0003860162,0.001994958,0.002352391,0.0004795198,0.0006823231,0.0006810767,0.01140304],"category_scores_gemma":[0.0005559394,0.0002567652,0.0001954556,0.0009507277,0.00101401,0.00135281,0.001774209,0.0006826249,0.002895951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007857467,"about_ca_system_score_gemma":0.0004909268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113443,"about_ca_topic_score_gemma":0.02456382,"domain_scores_codex":[0.9997512,0.00003242919,0.00002375156,0.00007822522,0.00007429227,0.00004024386],"domain_scores_gemma":[0.9998372,0.00004555447,0.00004687089,0.00001939088,0.00003281365,0.00001828519],"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":[0.0008046033,0.000381207,0.05322208,0.002137733,0.0001042782,0.007736902,0.007952044,0.001468868,0.04816437,0.01526974,0.02957138,0.8331868],"study_design_scores_gemma":[0.0001813938,0.0004401898,0.3238752,0.002748129,0.0002825192,0.02130391,0.005811218,0.001506935,0.005625852,0.01179867,0.6262996,0.0001264628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4746091,0.02930413,0.006185468,0.001665929,0.0007771307,0.0002988449,0.001883628,0.000919639,0.4843561],"genre_scores_gemma":[0.9556243,0.006201283,0.00393001,0.001327937,0.0003179053,0.0001896397,0.001072321,0.00003890967,0.03129758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01140304,"threshold_uncertainty_score":0.03814691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04090490314932803,"score_gpt":0.2490226538303936,"score_spread":0.2081177506810656,"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."}}