{"id":"W4414526254","doi":"10.1007/978-3-031-94204-4_11","title":"Mating Biology","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Drone; Mating; Spermatheca; Hook; Sperm","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":[0.000161645,0.0007252679,0.0003820669,0.000629812,0.0007469203,0.001312753,0.0007926573,0.0007476813,0.1019454],"category_scores_gemma":[0.0002127293,0.0002926791,0.0002770461,0.0004792237,0.0005879581,0.001048239,0.0009984961,0.001329118,0.07473446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006411166,"about_ca_system_score_gemma":0.0004891166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124462,"about_ca_topic_score_gemma":0.002576833,"domain_scores_codex":[0.9998776,0.00001142636,0.000003138335,0.00002891061,0.00006526773,0.00001366276],"domain_scores_gemma":[0.9999479,0.000007437769,0.000002625865,0.00001279843,0.00001613854,0.00001308562],"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":[0.00004770424,0.00007612377,0.0003027808,0.000256448,0.000009200841,0.0001577049,0.0003076347,0.0004303221,0.01554656,0.1153807,0.2423196,0.6251652],"study_design_scores_gemma":[0.000002140928,0.00001420411,0.0006549802,0.00005970238,0.000002936169,0.0003122247,0.00004896813,0.0001346649,0.001321768,0.01204846,0.9853948,0.000005127049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001055029,0.01134018,0.007181817,0.0008399299,0.0007223994,0.00004103595,0.0003320058,0.000395314,0.9780924],"genre_scores_gemma":[0.006758764,0.004634463,0.002098669,0.0005099776,0.0001695414,0.00003274767,0.0003075334,0.00008758793,0.9854007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1019454,"threshold_uncertainty_score":0.3410415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113895693929504,"score_gpt":0.2565048942386045,"score_spread":0.2453659372993095,"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."}}