{"id":"W6923446262","doi":"10.1371/journal.pone.0315071.s002","title":"Arrangement of transects and monitoring intervals for patch-level monitoring of <i>Archanara neurica</i> and <i>Lenisa geminipuncta</i> biological control release sites from 2019 to 2023 in Ontario, Canada.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transect; Hydrology (agriculture); Continuous monitoring; Monitoring and control; Environmental monitoring","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":[0.0004907451,0.0005091347,0.0003089584,0.001392064,0.002177937,0.0004337442,0.001200022,0.0003699816,0.01725038],"category_scores_gemma":[0.0007590316,0.0005266304,0.0003094406,0.001330846,0.0007605634,0.0003713118,0.0006604814,0.0007920152,0.004419326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006498498,"about_ca_system_score_gemma":0.01466981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8167388,"about_ca_topic_score_gemma":0.9808269,"domain_scores_codex":[0.9994156,0.00004786813,0.00002444399,0.0002201386,0.0001523833,0.0001395207],"domain_scores_gemma":[0.9976539,0.00006889002,0.0002658791,0.0002197042,0.00107237,0.0007191963],"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":[0.003053274,0.0006954825,0.2251323,0.0009901575,0.0002267467,0.001027547,0.004898805,0.007314229,0.1309347,0.00256509,0.3174251,0.3057366],"study_design_scores_gemma":[0.0001930577,0.0003835215,0.8120677,0.00009619733,0.00008828708,0.0001569779,0.002161495,0.002417224,0.004226844,0.0002228141,0.1778987,0.00008714473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.5286089,0.001228071,0.03757445,0.001527918,0.000984709,0.0124326,0.1390692,0.002744344,0.2758298],"genre_scores_gemma":[0.6178467,0.000670114,0.10587,0.0005096514,0.00008619255,0.005112899,0.06790466,0.0008577447,0.2011421],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1832612,"threshold_uncertainty_score":0.3686809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06950860441264699,"score_gpt":0.2387210428181772,"score_spread":0.1692124384055302,"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."}}