{"id":"W7039220000","doi":"","title":"Life History and Biology of the Riffle Bug Rhagovelia obesa Uhler (Heteroptera: Veliidae) in Southern Ontario","year":2025,"lang":"en","type":"other","venue":"","topic":"Agricultural Systems and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Riffle; Life history; Life history theory; Larva; Biogeography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001248582,0.000215468,0.0003601025,0.00001637767,0.00003792269,0.00001536742,0.0002885338,0.0003577971,0.009453514],"category_scores_gemma":[0.00004424121,0.00005402014,0.00009920208,0.00009658836,0.00008857147,0.00003323454,0.0001467911,0.0002348305,0.00004300776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008351607,"about_ca_system_score_gemma":0.00005773942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5458216,"about_ca_topic_score_gemma":0.704331,"domain_scores_codex":[0.9990056,0.0001317884,0.0002734217,0.0003160028,0.00009325802,0.0001799623],"domain_scores_gemma":[0.9994106,0.0001138808,0.0003104418,0.00007723633,0.00002542323,0.00006243389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004717637,0.000179575,0.2145369,0.0001137345,0.0001768784,0.000002242725,0.001460576,3.862644e-7,0.009770193,0.001432078,0.744221,0.02805926],"study_design_scores_gemma":[0.00008728633,0.00004285915,0.07603457,0.0001131681,0.00001661214,0.000001175963,0.0003139463,4.803517e-7,0.000008077698,0.00003246176,0.9231963,0.0001530792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.205681,0.0066003,4.065824e-7,0.001345933,0.0008478223,0.0004708354,0.00009121034,0.0000514889,0.784911],"genre_scores_gemma":[0.1068693,0.0001137618,0.00001922001,0.0004268121,0.0001996441,0.0000114825,0.00001895332,0.000003119849,0.8923377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1789753,"threshold_uncertainty_score":0.991452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015667126817722,"score_gpt":0.209132479508683,"score_spread":0.1789758082405058,"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."}}