{"id":"W2165563348","doi":"10.1093/beheco/arv137","title":"Greater precision, not parsimony, is the key to testing the peri-ovulation spandrel hypothesis: a response to comments on Havliček et al. 2015","year":2015,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Biology; Key (lock); Ovulation; Evolutionary biology; Zoology; Ecology; Endocrinology; Hormone","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001179444,0.0001746971,0.0002221813,0.0001327679,0.0001713263,0.00004480153,0.0001622779,0.00009978159,0.0003153328],"category_scores_gemma":[0.001344062,0.0001036432,0.00005985627,0.0002666398,0.00005770448,0.0000527824,0.0001029397,0.0002103141,0.0009761521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346374,"about_ca_system_score_gemma":0.0001542149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001847676,"about_ca_topic_score_gemma":0.000151132,"domain_scores_codex":[0.9983765,0.0004097403,0.0002783965,0.0003294506,0.0003078293,0.0002980896],"domain_scores_gemma":[0.9984611,0.0004929536,0.00007577673,0.0005051675,0.0002129288,0.0002520906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.009836589,0.0005372931,0.1489453,0.000002071536,0.00002575549,0.00002842828,0.006434153,0.0002034425,0.001566423,0.00003009052,0.821187,0.01120343],"study_design_scores_gemma":[0.00211868,0.002904115,0.7779767,0.00002445635,0.0001045413,0.00003061451,0.001299774,0.00010888,0.0002357286,0.00005400294,0.2149992,0.00014333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788338,0.000005503809,0.00004836232,0.2191574,0.000354191,0.000864216,0.0000136952,0.00004795743,0.0006748155],"genre_scores_gemma":[0.8426418,8.093058e-7,0.0008567001,0.1537723,0.00003824743,0.0001512477,0.000006861975,0.00002556586,0.002506496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6290314,"threshold_uncertainty_score":0.9998017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1969368478171196,"score_gpt":0.37032636596702,"score_spread":0.1733895181499004,"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."}}