{"id":"W2995663389","doi":"10.1016/j.psyneuen.2019.104546","title":"On the importance of stimulus selection in replicating studies of within-sex variation in mental rotation test performance","year":2019,"lang":"en","type":"letter","venue":"Psychoneuroendocrinology","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Mental rotation; Sexual orientation; Lesbian; Developmental psychology; Stimulus (psychology); Social psychology; Cognition; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001031823,0.0001809567,0.0003136433,0.0003088397,0.00002231345,0.000004026331,0.0001251647,0.0001042816,0.00001408474],"category_scores_gemma":[0.0002500721,0.0001644303,0.00003484689,0.0003897906,0.00004649918,0.00007077613,0.00001508181,0.0008130237,0.00001116331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081073,"about_ca_system_score_gemma":0.0000139221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002242649,"about_ca_topic_score_gemma":0.00005756868,"domain_scores_codex":[0.9986162,0.0001006213,0.0006421849,0.0002679648,0.0001756025,0.0001974191],"domain_scores_gemma":[0.9988061,0.0005727574,0.0003387552,0.0002019853,0.00007472633,0.000005672186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000552212,0.0005889143,0.5162425,0.003849373,0.0004420182,0.00008053485,0.0115935,0.09479875,0.1483414,0.0007899799,0.2148998,0.007821013],"study_design_scores_gemma":[0.006041631,0.002706893,0.5991685,0.001855261,0.0001297951,0.0001897705,0.0006882294,0.3026334,0.07827696,0.002799249,0.004034613,0.001475677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823398,0.0001189902,0.00004948104,0.01560735,0.000690228,0.0006720915,0.00001548487,0.00005396425,0.000452622],"genre_scores_gemma":[0.9895405,0.0003346571,0.00006584342,0.009705692,0.0001128066,0.0001203948,0.00004656813,0.00003299148,0.00004054108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2108652,"threshold_uncertainty_score":0.6705275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890672750602968,"score_gpt":0.2799623941920232,"score_spread":0.2510556666859935,"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."}}