{"id":"W6930752346","doi":"10.5281/zenodo.15596340","title":"Acrotrichis montandonii","year":2003,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Channel (broadcasting); George (robot); Object (grammar)","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":[0.00008099931,0.0003561127,0.0001807123,0.001143413,0.001405895,0.0002890699,0.0002853576,0.0002803518,0.01095582],"category_scores_gemma":[0.0001966186,0.000101512,0.0001313083,0.0006515392,0.0003574245,0.0003906128,0.0007210916,0.0003154883,0.002427406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006334314,"about_ca_system_score_gemma":0.0002291925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541936,"about_ca_topic_score_gemma":0.08309042,"domain_scores_codex":[0.9999135,0.000008397127,0.000006293922,0.00002435742,0.00003116847,0.00001633977],"domain_scores_gemma":[0.9998968,0.00001200079,0.00004616463,0.000008067866,0.00002133203,0.0000157457],"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":[0.001206491,0.0003778544,0.120672,0.0007082,0.0001058001,0.004602886,0.002672151,0.0008490534,0.1700446,0.00479785,0.0230737,0.6708894],"study_design_scores_gemma":[0.00007784391,0.0003860526,0.824995,0.0001445903,0.00006759417,0.004768056,0.001350816,0.0004360483,0.002802734,0.0009527122,0.1639895,0.00002908055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8248757,0.003089554,0.001892761,0.000487487,0.00009907695,0.000126264,0.00173166,0.0005152086,0.1671823],"genre_scores_gemma":[0.9785363,0.0008793054,0.001147404,0.000257656,0.00005449096,0.00006630332,0.001496686,0.00001949881,0.01754235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541936,"threshold_uncertainty_score":0.05054277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447837818063594,"score_gpt":0.2241016769552756,"score_spread":0.1996232987746397,"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."}}