{"id":"W6949515281","doi":"10.5281/zenodo.16100780","title":"Lymnaea undetermined","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"","keywords":"Lymnaea; Fish <Actinopterygii>; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003693494,0.0007401243,0.0003184908,0.001729252,0.001083389,0.0008253581,0.0005028467,0.0005885364,0.01793421],"category_scores_gemma":[0.0009889685,0.0002183336,0.0002767676,0.001138962,0.0005645157,0.0009583972,0.0008386289,0.0004222922,0.005296061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025674,"about_ca_system_score_gemma":0.0004534672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004399213,"about_ca_topic_score_gemma":0.005297277,"domain_scores_codex":[0.9994111,0.00006565182,0.00007408796,0.0001922993,0.0001159538,0.0001409002],"domain_scores_gemma":[0.9992313,0.00007843377,0.0003092094,0.0001373729,0.0001517429,0.00009186914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002498849,0.000566342,0.4311087,0.003324491,0.0002146081,0.008738804,0.004672397,0.0003670221,0.1058487,0.00546602,0.05399781,0.3831962],"study_design_scores_gemma":[0.00006106885,0.0004778709,0.5190886,0.001220211,0.0002395859,0.01797046,0.002109733,0.000293824,0.0139179,0.001319077,0.4432175,0.00008419452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7280745,0.02556824,0.006908492,0.001009299,0.00130573,0.0005432882,0.02183021,0.0006930106,0.2140672],"genre_scores_gemma":[0.9580178,0.002618101,0.005342586,0.0007898184,0.000151105,0.0001137889,0.00584982,0.00008080206,0.0270362],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01793421,"threshold_uncertainty_score":0.05999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03722473658711455,"score_gpt":0.2396357533853091,"score_spread":0.2024110167981946,"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."}}